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ORCIDMoncef Gabbouj
Person information
- affiliation: Tampere University of Technology, Finland
- affiliation (PhD 1989): Purdue University, West Lafayette, IN, USA
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2020 – today
- 2025
[i153]Faiz Muhammad Chaudhry, Jarno Ralli, Jérôme Leudet, Fahad Sohrab, Farhad Pakdaman, Pierre Corbani, Moncef Gabbouj:
Deep-BrownConrady: Prediction of Camera Calibration and Distortion Parameters Using Deep Learning and Synthetic Data. CoRR abs/2501.14510 (2025)- [i152]Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj:
CoRe-Net: Co-Operational Regressor Network with Progressive Transfer Learning for Blind Radar Signal Restoration. CoRR abs/2501.17125 (2025) - 2024
- [j242]Jussi Taipalmaa
, Jenni Raitoharju, Jorge Peña Queralta, Tomi Westerlund, Moncef Gabbouj:
On Automatic Person-in-Water Detection for Marine Search and Rescue Operations. IEEE Access 12: 52428-52438 (2024) - [j241]Hasan H. Al-Khshali, Muhammad Ilyas, Fahad Sohrab, Moncef Gabbouj:
Malware Detection With Subspace Learning-Based One-Class Classification. IEEE Access 12: 81017-81029 (2024) - [j240]Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Early myocardial infarction detection over multi-view echocardiography. Biomed. Signal Process. Control. 87(Part B): 105448 (2024) - [j239]Zina Chkirbene, Ridha Hamila, Devrim Unal, Moncef Gabbouj, Mounir Hamdi:
Enhancing Healthcare Systems With Deep Reinforcement Learning: Insights Into D2D Communications and Remote Monitoring. IEEE Open J. Commun. Soc. 5: 3824-3838 (2024) - [j238]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Operational Support Estimator Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8442-8458 (2024) - [j237]Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification. Pattern Recognit. 156: 110765 (2024) - [j236]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Reducing redundancy in the bottleneck representation of autoencoders. Pattern Recognit. Lett. 178: 202-208 (2024) - [j235]Farhad Pakdaman, Moncef Gabbouj:
Channel-Wise Feature Decorrelation for Enhanced Learned Image Compression. IEEE Signal Process. Lett. 31: 1635-1639 (2024) - [j234]Li Yu, Shiyu Wu, Moncef Gabbouj:
Multi-Swin Transformer Based Spatio-Temporal Information Exploration for Compressed Video Quality Enhancement. IEEE Signal Process. Lett. 31: 1880-1884 (2024) - [j233]Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamaç, Nour Aburaed:
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1470-1484 (2024) - [j232]Xiaolong Han, Yu Xue, Zehong Wang, Yong Zhang, Anton Muravev, Moncef Gabbouj:
SaDENAS: A self-adaptive differential evolution algorithm for neural architecture search. Swarm Evol. Comput. 91: 101736 (2024) - [j231]Li Yu, Wenshuai Chang, Shiyu Wu, Moncef Gabbouj:
End-to-End Transformer for Compressed Video Quality Enhancement. IEEE Trans. Broadcast. 70(1): 197-207 (2024) - [j230]Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj:
Lightweight Multitask Learning for Robust JND Prediction Using Latent Space and Reconstructed Frames. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8657-8671 (2024) - [j229]Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Mert Duman, Ilke Adalioglu, Esin Guldogan, Turker Ince, Moncef Gabbouj:
Super Neurons. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 206-228 (2024) - [j228]Cheng Yang, Qingbo He, Zhinong Li, Minping Jia, Moncef Gabbouj, Zhike Peng:
Multichannel Fault Diagnosis of Planetary Gearbox via Difference-Average Symbol Transition Entropy and Twin Support Higher-Order Tensor Machine. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [c392]Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj:
Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification Approach. AINA (2) 2024: 331-343 - [c391]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CVPR Workshops 2024: 4673-4682 - [c390]Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj:
Panoramic Image Inpainting with Gated Convolution and Contextual Reconstruction Loss. ICASSP 2024: 4255-4259 - [c389]Tuomas Jalonen, Mohammad Al Sa'd, Serkan Kiranyaz, Moncef Gabbouj:
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. ICIT 2024: 1-7 - [c388]Turker Ince, Steven Beninati, Ozer Can Devecioglu, Stephen J. Frasier, Moncef Gabbouj:
Water Region Segmentation in SAR Images Based on Compact Operational Unets. IGARSS 2024: 8237-8241 - [c387]Li Yu, Zhiyu Pang, Moncef Gabbouj:
MAESR360: Masked autoencoder-based 360-degree video streaming via multi-scale feature fusion. VCIP 2024: 1-5 - [e7]Jaideep Vaidya, Moncef Gabbouj, Jin Li:
Artificial Intelligence Security and Privacy - First International Conference on Artificial Intelligence Security and Privacy, AIS&P 2023, Guangzhou, China, December 3-5, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14509, Springer 2024, ISBN 978-981-99-9784-8 [contents] - [e6]Jaideep Vaidya, Moncef Gabbouj, Jin Li:
Artificial Intelligence Security and Privacy - First International Conference on Artificial Intelligence Security and Privacy, AIS&P 2023, Guangzhou, China, December 3-5, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14510, Springer 2024, ISBN 978-981-99-9787-9 [contents] - [i151]Mohammad Al Sa'd, Tuomas Jalonen, Serkan Kiranyaz, Moncef Gabbouj:
Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults. CoRR abs/2401.01172 (2024) - [i150]Firas Laakom, Yuheng Bu, Moncef Gabbouj:
Class-wise Generalization Error: an Information-Theoretic Analysis. CoRR abs/2401.02904 (2024) - [i149]Ali Falahati, Mohammad Karim Safavi, Ardavan Elahi, Farhad Pakdaman, Moncef Gabbouj:
Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features. CoRR abs/2401.03195 (2024) - [i148]Lei Xu, Mete Ahishali, Moncef Gabbouj:
Dropout Concrete Autoencoder for Band Selection on HSI Scenes. CoRR abs/2401.16522 (2024) - [i147]Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj:
Trustworthiness of X Users: A One-Class Classification Approach. CoRR abs/2402.02066 (2024) - [i146]Lei Xu, Moncef Gabbouj:
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets. CoRR abs/2402.02245 (2024) - [i145]Farhad Pakdaman, Sanaz Nami, Moncef Gabbouj:
Perceptual Learned Image Compression via End-to-End JND-Based Optimization. CoRR abs/2402.02836 (2024) - [i144]Umut Cem Entok, Firas Laakom, Farhad Pakdaman, Moncef Gabbouj:
Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes. CoRR abs/2402.02922 (2024) - [i143]Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj:
Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss. CoRR abs/2402.02936 (2024) - [i142]Yuxin Xie, Li Yu, Farhad Pakdaman, Moncef Gabbouj:
Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs. CoRR abs/2402.05582 (2024) - [i141]Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. CoRR abs/2402.06530 (2024) - [i140]Farhad Pakdaman, Moncef Gabbouj:
Channel-wise Feature Decorrelation for Enhanced Learned Image Compression. CoRR abs/2403.10936 (2024) - [i139]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CoRR abs/2404.09010 (2024) - [i138]Ozer Can Devecioglu, Serkan Kiranyaz, Zafer Yilmaz, Onur Avci, Moncef Gabbouj, Ertugrul Taciroglu:
High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs. CoRR abs/2407.11040 (2024) - [i137]Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj:
BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network. CoRR abs/2407.13949 (2024) - [i136]Yu Xue, Chenchen Zhu, MengChu Zhou, Mohamed Wahib, Moncef Gabbouj:
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism. CoRR abs/2407.15600 (2024) - [i135]Li Yu, Zhihui Li, Jimin Xiao, Moncef Gabbouj:
High-Frequency Enhanced Hybrid Neural Representation for Video Compression. CoRR abs/2411.06685 (2024) - [i134]Li Yu, Xuanzhe Sun, Pan Gao, Moncef Gabbouj:
Relevance-guided Audio Visual Fusion for Video Saliency Prediction. CoRR abs/2411.11454 (2024) - [i133]Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Blind Underwater Image Restoration using Co-Operational Regressor Networks. CoRR abs/2412.03995 (2024) - [i132]Ilke Adalioglu, Serkan Kiranyaz, Mete Ahishali, Aysen Degerli, Tahir Hamid, Rahmat Ghaffar, Ridha Hamila, Moncef Gabbouj:
Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration. CoRR abs/2412.06445 (2024) - [i131]Aoming Liang, Qi Liu, Lei Xu, Fahad Sohrab, Weicheng Cui, Changhui Song, Moncef Gabbouj:
Conformal Prediction on Quantifying Uncertainty of Dynamic Systems. CoRR abs/2412.10459 (2024) - [i130]Sertac Kilickaya, Mete Ahishali, Cansu Celebioglu, Fahad Sohrab, Levent Eren, Turker Ince, Murat Askar, Moncef Gabbouj:
Audio-based Anomaly Detection in Industrial Machines Using Deep One-Class Support Vector Data Description. CoRR abs/2412.10792 (2024) - 2023
- [j227]Yu Xue, Chenyi Zhang, Ferrante Neri, Moncef Gabbouj, Yong Zhang:
An external attention-based feature ranker for large-scale feature selection. Knowl. Based Syst. 281: 111084 (2023) - [j226]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Representation based regression for object distance estimation. Neural Networks 158: 15-29 (2023) - [j225]Ilyes Mrad, Ridha Hamila, Aiman Erbad, Moncef Gabbouj:
Joint learning and optimization for Federated Learning in NOMA-based networks. Pervasive Mob. Comput. 89: 101739 (2023) - [j224]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-embedded subspace support vector data description. Pattern Recognit. 133: 108999 (2023) - [j223]Muhammad Asif Khan, Ridha Hamila, Aiman Erbad, Moncef Gabbouj:
Distributed Inference in Resource-Constrained IoT for Real-Time Video Surveillance. IEEE Syst. J. 17(1): 1512-1523 (2023) - [j222]Li Yu, Junyang Li, Farhad Pakdaman, Miaogen Ling, Moncef Gabbouj:
MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene Statistics. IEEE Signal Process. Lett. 30: 588-592 (2023) - [j221]Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj:
Global ECG Classification by Self-Operational Neural Networks With Feature Injection. IEEE Trans. Biomed. Eng. 70(1): 205-215 (2023) - [j220]Feng Zhang, Xiaoyue Jiang, Zhaoqiang Xia, Moncef Gabbouj, Jinye Peng, Xiaoyi Feng:
Non-Local Color Compensation Network for Intrinsic Image Decomposition. IEEE Trans. Circuits Syst. Video Technol. 33(1): 132-145 (2023) - [j219]Mehmet Yamaç, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj:
Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. IEEE Trans. Image Process. 32: 5637-5651 (2023) - [j218]Mehmet Yamaç, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj:
Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing. IEEE Trans. Neural Networks Learn. Syst. 34(1): 290-304 (2023) - [j217]Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir:
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9363-9374 (2023) - [c386]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. AAAI 2023: 8421-8429 - [c385]Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj:
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography. CinC 2023: 1-4 - [c384]Farhad Pakdaman, Moncef Gabbouj:
Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU. ICASSP 2023: 1-5 - [c383]Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj:
MTJND: Multi-Task Deep Learning Framework for Improved JND Prediction. ICIP 2023: 1245-1249 - [c382]Ardavan Elahi, Ali Falahati, Farhad Pakdaman, Mehdi Modarressi, Moncef Gabbouj:
NCOD: Near-Optimum Video Compression for Object Detection. ISCAS 2023: 1-5 - [c381]Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
Optimal Tile Size and Streaming Field of View for VR Streaming. MMSP 2023: 1-6 - [c380]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning Distinct Features Helps, Provably. ECML/PKDD (2) 2023: 206-222 - [c379]Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj:
Cryptocurrency Portfolio Optimization by Neural Networks. SSCI 2023: 25-32 - [c378]Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj:
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. SSCI 2023: 407-412 - [c377]Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj:
One-Class Classification for Intrusion Detection on Vehicular Networks. SSCI 2023: 1176-1182 - [c376]Fahad Sohrab, Firas Laakom, Moncef Gabbouj:
Newton Method-Based Subspace Support Vector Data Description. SSCI 2023: 1372-1379 - [i129]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer. CoRR abs/2301.01352 (2023) - [i128]Tuomas Jalonen, Mohammad Al Sa'd, Roope Mellanen, Serkan Kiranyaz, Moncef Gabbouj:
Real-Time Damage Detection in Fiber Lifting Ropes Using Convolutional Neural Networks. CoRR abs/2302.11947 (2023) - [i127]Kang Liao, Lang Nie, Shujuan Huang, Chunyu Lin, Jing Zhang, Yao Zhao, Moncef Gabbouj, Dacheng Tao:
Deep Learning for Camera Calibration and Beyond: A Survey. CoRR abs/2303.10559 (2023) - [i126]Ozer Can Devecioglu, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj:
Improved Active Fire Detection using Operational U-Nets. CoRR abs/2304.09721 (2023) - [i125]Sertac Kilickaya, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj:
Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification. CoRR abs/2304.09730 (2023) - [i124]Adamantios Ntakaris, Moncef Gabbouj, Juho Kanniainen:
Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting. CoRR abs/2304.09840 (2023) - [i123]Ozer Can Devecioglu, Serkan Kiranyaz, Amer Elhmes, Sadok Sassi, Turker Ince, Onur Avci, Mohammad Hesam Soleimani-Babakamali, Ertugrul Taciroglu, Moncef Gabbouj:
Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. CoRR abs/2305.07960 (2023) - [i122]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
On Feature Diversity in Energy-based Models. CoRR abs/2306.01489 (2023) - [i121]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Operational Support Estimator Networks. CoRR abs/2307.06065 (2023) - [i120]Fahad Sohrab, Firas Laakom, Moncef Gabbouj:
Newton Method-based Subspace Support Vector Data Description. CoRR abs/2309.13960 (2023) - [i119]Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Convolutional autoencoder-based multimodal one-class classification. CoRR abs/2309.14090 (2023) - [i118]Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj:
One-Class Classification for Intrusion Detection on Vehicular Networks. CoRR abs/2309.14134 (2023) - [i117]Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj:
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. CoRR abs/2309.14880 (2023) - [i116]Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj:
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography. CoRR abs/2309.15520 (2023) - [i115]Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj:
Cryptocurrency Portfolio Optimization by Neural Networks. CoRR abs/2310.01148 (2023) - [i114]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Improving Unimodal Inference with Multimodal Transformers. CoRR abs/2311.10170 (2023) - [i113]Tuomas Jalonen, Mohammad Al Sa'd, Serkan Kiranyaz, Moncef Gabbouj:
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. CoRR abs/2311.18547 (2023) - [i112]Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Onur Avci, Moncef Gabbouj:
Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery. CoRR abs/2312.10742 (2023) - 2022
- [j216]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Graph Embedding With Data Uncertainty. IEEE Access 10: 24232-24239 (2022) - [j215]Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis:
Attention-Based Neural Bag-of-Features Learning for Sequence Data. IEEE Access 10: 45542-45552 (2022) - [j214]Muhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj:
A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges. IEEE Access 10: 120514-120550 (2022) - [j213]Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye:
3D Quantum Cuts for automatic segmentation of porous media in tomography images. Comput. Geosci. 159: 105017 (2022) - [j212]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Remote Multilinear Compressive Learning With Adaptive Compression. IEEE Internet Things J. 9(9): 6905-6913 (2022) - [j211]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Feedforward neural networks initialization based on discriminant learning. Neural Networks 146: 220-229 (2022) - [j210]Mohammad Al Sa'd, Serkan Kiranyaz, Iftikhar Ahmad, Christian Sundell, Matti Vakkuri, Moncef Gabbouj:
A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras. Sensors 22(2): 418 (2022) - [j209]Li Yu, Wenshuai Chang, Weize Quan, Jimin Xiao, Dong-Ming Yan, Moncef Gabbouj:
Neural texture transfer assisted video coding with adaptive up-sampling. Signal Process. Image Commun. 107: 116754 (2022) - [j208]Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network. IEEE Trans. Biomed. Eng. 69(1): 119-128 (2022) - [j207]Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. IEEE Trans. Biomed. Eng. 69(5): 1788-1801 (2022) - [j206]Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj:
Blind ECG Restoration by Operational Cycle-GANs. IEEE Trans. Biomed. Eng. 69(12): 3572-3581 (2022) - [j205]Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Saliency-Based Multilabel Linear Discriminant Analysis. IEEE Trans. Cybern. 52(10): 10200-10213 (2022) - [j204]Cheng Yang, Moncef Gabbouj, Minping Jia, Zhinong Li:
Hierarchical Symbol Transition Entropy: A Novel Feature Extractor for Machinery Health Monitoring. IEEE Trans. Ind. Informatics 18(9): 6131-6141 (2022) - [c375]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CinC 2022: 1-4 - [c374]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Weighted Edit Distance for Country Code Recognition in License Plates. EUSIPCO 2022: 1111-1115 - [c373]Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj:
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. ICIP 2022: 2296-2300 - [c372]Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. ICIP 2022: 2306-2310 - [c371]Robert Skupin, Yago Sanchez, Cornelius Hellge, Thomas Schierl, Moncef Gabbouj:
Region-Of-Interest Coding Schemes For Http Adaptive Streaming With VVC. ICIP 2022: 3196-3200 - [c370]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-attention fusion for audiovisual emotion recognition with incomplete data. ICPR 2022: 2822-2828 - [c369]Turker Ince, Sertac Kilickaya, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj:
Improved Domain Adaptation Approach for Bearing Fault Diagnosis. IECON 2022: 1-6 - [c368]Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, Erdal Kayacan, Jens Kober, O. Michel, Nikos Nikolaidis, Paraskevi Nousi, Roel Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas:
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. IROS 2022: 12479-12484 - [c367]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-Attention Neural Bag-of-Features. MLSP 2022: 1-6 - [c366]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Efficient CNN with uncorrelated Bag of Features pooling. SSCI 2022: 1082-1087 - [c365]Li Yu, Wenshuai Chang, Qingshan Liu, Moncef Gabbouj:
High-frequency guided CNN for video compression artifacts reduction. VCIP 2022: 1-5 - [d2]Tuomas Jalonen, Firas Laakom, Moncef Gabbouj, Tuomas Puoskari:
Veneer21. IEEE DataPort, 2022
- [i111]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-Attention Neural Bag-of-Features. CoRR abs/2201.11092 (2022) - [i110]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR abs/2201.11095 (2022) - [i109]Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj:
Blind ECG Restoration by Operational Cycle-GANs. CoRR abs/2202.00589 (2022) - [i108]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR abs/2202.04629 (2022) - [i107]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR abs/2202.04678 (2022) - [i106]Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj:
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. CoRR abs/2202.09918 (2022) - [i105]Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images. CoRR abs/2202.10185 (2022) - [i104]Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, Erdal Kayacan, Jens Kober, O. Michel, Nikolaos Nikolaidis, Paraskevi Nousi, Roel Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas:
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. CoRR abs/2203.00403 (2022) - [i103]Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj:
Global ECG Classification by Self-Operational Neural Networks with Feature Injection. CoRR abs/2204.03768 (2022) - [i102]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR abs/2204.07253 (2022) - [i101]Mehmet Yamaç, Mert Duman, Ilke Adalioglu, Serkan Kiranyaz, Moncef Gabbouj:
A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance. CoRR abs/2207.07089 (2022) - [i100]Muhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj:
A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges. CoRR abs/2209.05761 (2022) - [i99]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Efficient CNN with uncorrelated Bag of Features pooling. CoRR abs/2209.10865 (2022) - [i98]Majid Hosseini, Fahad Sohrab, Raju Gottumukkala, Ravi Teja Bhupatiraju, Satya Katragadda, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions. CoRR abs/2209.13542 (2022) - [i97]Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification. CoRR abs/2209.14770 (2022) - [i96]Li Yu, Wenshuai Chang, Shiyu Wu, Moncef Gabbouj:
End-to-end Transformer for Compressed Video Quality Enhancement. CoRR abs/2210.13827 (2022) - [i95]Farhad Pakdaman, Moncef Gabbouj:
Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU. CoRR abs/2212.05466 (2022) - [i94]Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj:
Zero-Shot Motor Health Monitoring by Blind Domain Transition. CoRR abs/2212.06154 (2022) - [i93]Turker Ince, Serkan Kiranyaz, Ozer Can Devecioglu, Muhammad Salman Khan, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Blind Restoration of Real-World Audio by 1D Operational GANs. CoRR abs/2212.14618 (2022) - 2021
- [j203]Anton Muravev, Jenni Raitoharju, Moncef Gabbouj:
Neural Architecture Search by Estimation of Network Structure Distributions. IEEE Access 9: 15304-15319 (2021) - [j202]Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj:
Early Detection of Myocardial Infarction in Low-Quality Echocardiography. IEEE Access 9: 34442-34453 (2021) - [j201]Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj:
INTEL-TAU: A Color Constancy Dataset. IEEE Access 9: 39560-39567 (2021) - [j200]Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images. IEEE Access 9: 41052-41065 (2021) - [j199]Tuomas Jalonen, Firas Laakom, Moncef Gabbouj, Tuomas Puoskari:
Visual Product Tracking System Using Siamese Neural Networks. IEEE Access 9: 76796-76805 (2021) - [j198]Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj:
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. IEEE Access 9: 139260-139270 (2021) - [j197]Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj:
Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs. IEEE Access 9: 140031-140041 (2021) - [j196]Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
COVID-19 infection map generation and detection from chest X-ray images. Health Inf. Sci. Syst. 9(1): 15 (2021) - [j195]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Exploiting heterogeneity in operational neural networks by synaptic plasticity. Neural Comput. Appl. 33(13): 7997-8015 (2021) - [j194]Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj:
Self-organized operational neural networks for severe image restoration problems. Neural Networks 135: 201-211 (2021) - [j193]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Self-organized Operational Neural Networks with Generative Neurons. Neural Networks 140: 294-308 (2021) - [j192]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Multimodal subspace support vector data description. Pattern Recognit. 110: 107648 (2021) - [j191]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Speed-up and multi-view extensions to subclass discriminant analysis. Pattern Recognit. 111: 107660 (2021) - [j190]Farhad Pakdaman, Li Yu, Mahmoud Reza Hashemi, Mohammad Ghanbari, Moncef Gabbouj:
SVM based approach for complexity control of HEVC intra coding. Signal Process. Image Commun. 93: 116177 (2021) - [j189]Yupeng Ma, Xiaoyue Jiang, Zhaoqiang Xia, Moncef Gabbouj, Xiaoyi Feng:
CasQNet: Intrinsic Image Decomposition Based on Cascaded Quotient Network. IEEE Trans. Circuits Syst. Video Technol. 31(7): 2661-2674 (2021) - [j188]Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj:
Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding. IEEE Trans. Inf. Forensics Secur. 16: 1014-1028 (2021) - [j187]Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj, Vijay Raghavan, Raju Gottumukkala:
Deep Multi-View Learning to Rank. IEEE Trans. Knowl. Data Eng. 33(4): 1426-1438 (2021) - [j186]Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices. IEEE Trans. Neural Networks Learn. Syst. 32(2): 925-930 (2021) - [j185]Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1512-1524 (2021) - [j184]Mehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1810-1820 (2021) - [j183]Mohammad Al Sa'd, Boualem Boashash, Moncef Gabbouj:
Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and Comparison. IEEE Trans. Signal Process. 69: 3963-3976 (2021) - [j182]Nikolaos Passalis, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis, Anastasios Tefas:
Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization. J. Signal Process. Syst. 93(10): 1235-1251 (2021) - [c364]Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj:
Robust channel-wise illumination estimation. BMVC 2021: 104 - [c363]Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning to ignore: rethinking attention in CNNs. BMVC 2021: 216 - [c362]Sahar Husseini, Pouria Babahajiani, Moncef Gabbouj:
Color Constancy Model Optimization with Small Dataset via Pruning of CNN Filters. EUVIP 2021: 1-6 - [c361]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling Object Detectors for Image and Video Data Analysis. ICASSP 2021: 1515-1519 - [c360]Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Reliable Covid-19 Detection using Chest X-Ray Images. ICIP 2021: 185-189 - [c359]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj:
Bm3d Vs 2-Layer Onn. ICIP 2021: 1994-1998 - [c358]Homayun Afrabandpey, Anton Muravev, Hamed R. Tavakoli, Honglei Zhang, Francesco Cricri, Moncef Gabbouj, Emre Aksu:
Mind The Structure: Adopting Structural Information For Deep Neural Network Compression. ICIP 2021: 3532-3536 - [c357]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Monte Carlo Dropout Ensembles for Robust Illumination Estimation. IJCNN 2021: 1-7 - [c356]Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. IJCNN 2021: 1-6 - [c355]María Santamaría, Yat-Hong Lam, Francesco Cricri, Jani Lainema, Ramin Ghaznavi Youvalari, Honglei Zhang, Miska M. Hannuksela, Esa Rahtu, Moncef Gabbouj:
Content-adaptive convolutional neural network post-processing filter. ISM 2021: 99-106 - [c354]Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo:
AnomalyHop: An SSL-based Image Anomaly Localization Method. VCIP 2021: 1-5 - [e5]Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu:
Image and Graphics - 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12888, Springer 2021, ISBN 978-3-030-87354-7 [contents] - [e4]Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu:
Image and Graphics - 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12889, Springer 2021, ISBN 978-3-030-87357-8 [contents] - [e3]Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu:
Image and Graphics - 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part III. Lecture Notes in Computer Science 12890, Springer 2021, ISBN 978-3-030-87360-8 [contents] - [i92]Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network. CoRR abs/2101.01666 (2021) - [i91]Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Reliable COVID-19 Detection Using Chest X-ray Images. CoRR abs/2101.12254 (2021) - [i90]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling object detectors for image and video data analysis. CoRR abs/2102.04798 (2021) - [i89]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj:
BM3D vs 2-Layer ONN. CoRR abs/2103.03060 (2021) - [i88]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj:
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising. CoRR abs/2103.03070 (2021) - [i87]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Knowledge Distillation By Sparse Representation Matching. CoRR abs/2103.17012 (2021) - [i86]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-Embedded Subspace Support Vector Data Description. CoRR abs/2104.14370 (2021) - [i85]Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo:
AnomalyHop: An SSL-based Image Anomaly Localization Method. CoRR abs/2105.03797 (2021) - [i84]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Within-layer Diversity Reduces Generalization Gap. CoRR abs/2106.06012 (2021) - [i83]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Representation Based Regression for Object Distance Estimation. CoRR abs/2106.14208 (2021) - [i82]Mehmet Yamac, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj:
Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. CoRR abs/2108.03167 (2021) - [i81]Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Bilinear Input Normalization for Neural Networks in Financial Forecasting. CoRR abs/2109.00983 (2021) - [i80]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Remote Multilinear Compressive Learning with Adaptive Compression. CoRR abs/2109.01184 (2021) - [i79]Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj:
Super Neurons. CoRR abs/2109.01594 (2021) - [i78]Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj:
Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs. CoRR abs/2109.13604 (2021) - [i77]Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj:
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. CoRR abs/2109.14873 (2021) - [i76]Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. CoRR abs/2110.02215 (2021) - [i75]Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. CoRR abs/2110.02381 (2021) - [i74]Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning to ignore: rethinking attention in CNNs. CoRR abs/2111.05684 (2021) - [i73]Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Early Myocardial Infarction Detection over Multi-view Echocardiography. CoRR abs/2111.05790 (2021) - [i72]Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj:
Image denoising by Super Neurons: Why go deep? CoRR abs/2111.14948 (2021) - 2020
- [j181]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ellipsoidal Subspace Support Vector Data Description. IEEE Access 8: 122013-122025 (2020) - [j180]Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund:
Collaborative Multi-Robot Search and Rescue: Planning, Coordination, Perception, and Active Vision. IEEE Access 8: 191617-191643 (2020) - [j179]Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj:
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. IEEE Access 8: 210301-210317 (2020) - [j178]Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Using Deep Learning for price prediction by exploiting stationary limit order book features. Appl. Soft Comput. 93: 106401 (2020) - [j177]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
Progressive Operational Perceptrons with Memory. Neurocomputing 379: 172-181 (2020) - [j176]Serkan Kiranyaz, Morteza Zabihi, Ali Bahrami Rad, Turker Ince, Ridha Hamila, Moncef Gabbouj:
Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks. Neurocomputing 411: 291-301 (2020) - [j175]Muhammad Asif Khan, Ridha Hamila, Nasser Ahmed Al-Emadi, Serkan Kiranyaz, Moncef Gabbouj:
Real-time throughput prediction for cognitive Wi-Fi networks. J. Netw. Comput. Appl. 150 (2020) - [j174]Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj, Yang Zheng:
OIDC-Net: Omnidirectional Image Distortion Correction via Coarse-to-Fine Region Attention. IEEE J. Sel. Top. Signal Process. 14(1): 222-231 (2020) - [j173]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Operational neural networks. Neural Comput. Appl. 32(11): 6645-6668 (2020) - [j172]Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj:
Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits. Pattern Recognit. 105: 107346 (2020) - [j171]Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Recurrent bag-of-features for visual information analysis. Pattern Recognit. 106: 107380 (2020) - [j170]Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Variance-preserving deep metric learning for content-based image retrieval. Pattern Recognit. Lett. 131: 8-14 (2020) - [j169]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data. Pattern Recognit. Lett. 136: 183-189 (2020) - [j168]Johanna Ärje, Jenni Raitoharju, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Salme Kärkkäinen:
Human experts vs. machines in taxa recognition. Signal Process. Image Commun. 87: 115917 (2020) - [j167]Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj:
DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time. IEEE Trans. Circuits Syst. Video Technol. 30(3): 725-733 (2020) - [j166]Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj:
Distortion Rectification From Static to Dynamic: A Distortion Sequence Construction Perspective. IEEE Trans. Circuits Syst. Video Technol. 30(11): 3870-3882 (2020) - [j165]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data. IEEE Trans. Emerg. Top. Comput. Intell. 4(6): 774-785 (2020) - [j164]Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj:
Bag of Color Features for Color Constancy. IEEE Trans. Image Process. 29: 7722-7734 (2020) - [j163]Morteza Zabihi, Serkan Kiranyaz, Ville Jäntti, Tarmo Lipping, Moncef Gabbouj:
Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines. IEEE J. Biomed. Health Informatics 24(2): 543-555 (2020) - [j162]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
Heterogeneous Multilayer Generalized Operational Perceptron. IEEE Trans. Neural Networks Learn. Syst. 31(3): 710-724 (2020) - [j161]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Deep Adaptive Input Normalization for Time Series Forecasting. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3760-3765 (2020) - [c353]Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Robust Hypersphere-based Weight Imprinting for Few-Shot Learning. EUSIPCO 2020: 1392-1396 - [c352]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Robust Fast Subclass Discriminant Analysis. EUSIPCO 2020: 1397-1401 - [c351]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj:
Facial expression based satisfaction index for empathic buildings. UbiComp/ISWC Adjunct 2020: 704-707 - [c350]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks. ICASSP 2020: 1713-1717 - [c349]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Subset Sampling for Progressive Neural Network Learning. ICIP 2020: 713-717 - [c348]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj:
Probabilistic Color Constancy. ICIP 2020: 978-982 - [c347]Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Incremental Fast Subclass Discriminant Analysis. ICIP 2020: 1771-1775 - [c346]Farhad Pakdaman, Mohammad Ali Adelimanesh, Moncef Gabbouj, Mahmoud Reza Hashemi:
Complexity Analysis Of Next-Generation VVC Encoding And Decoding. ICIP 2020: 3134-3138 - [c345]Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Human Action Recognition Using Recurrent Bag-of-Features Pooling. ICPR Workshops (5) 2020: 63-76 - [c344]Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Data Normalization for Bilinear Structures in High-Frequency Financial Time-series. ICPR 2020: 7287-7292 - [c343]Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Not all domains are equally complex: Adaptive Multi-Domain Learning. ICPR 2020: 8663-8670 - [c342]Xiaoyue Jiang, Ding Wang, Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Xiaoyi Feng:
Generalized Operational Classifiers for Material Identification. MMSP 2020: 1-5 - [c341]Nikolaos Passalis, Jenni Raitoharju, Moncef Gabbouj, Anastasios Tefas:
Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits. MMSP 2020: 1-6 - [c340]Maryam Homayouni, Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
Comparison of HEVC-based OMAF-compliant 6K effective packings for viewport-dependent 360-degree video streaming. PV@MMSys 2020: 15-20 - [c339]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Performance Indicator in Multilinear Compressive Learning. SSCI 2020: 1822-1828 - [c338]Li Qingqing, Jussi Taipalmaa, Jorge Peña Queralta, Tuan Nguyen Gia, Moncef Gabbouj, Hannu Tenhunen, Jenni Raitoharju, Tomi Westerlund:
Towards Active Vision with UAVs in Marine Search and Rescue: Analyzing Human Detection at Variable Altitudes. SSRR 2020: 65-70 - [d1]Farhad Pakdaman, Mohammad Ali Adelimanesh, Moncef Gabbouj, Mahmoud Reza Hashemi:
DATASET FOR COMPLEXITY ANALYSIS OF VVC ENCODING AND DECODING. IEEE DataPort, 2020 - [i71]Johanna Ärje, Claus Melvad, Mads Rosenhøj Jeppesen, Sigurd Agerskov Madsen, Jenni Raitoharju, Maria Strandgård Rasmussen, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Toke Thomas Høye:
Automatic image-based identification and biomass estimation of invertebrates. CoRR abs/2002.03807 (2020) - [i70]Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Incremental Fast Subclass Discriminant Analysis. CoRR abs/2002.04348 (2020) - [i69]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Subset Sampling For Progressive Neural Network Learning. CoRR abs/2002.07141 (2020) - [i68]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning with Prior Knowledge. CoRR abs/2002.07203 (2020) - [i67]Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Data Normalization for Bilinear Structures in High-Frequency Financial Time-series. CoRR abs/2003.00598 (2020) - [i66]Mehmet Yamac, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj:
Convolutional Sparse Support Estimator Network (CSEN) From energy efficient support estimation to learning-aided Compressive Sensing. CoRR abs/2003.00768 (2020) - [i65]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ellipsoidal Subspace Support Vector Data Description. CoRR abs/2003.09504 (2020) - [i64]Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Not all domains are equally complex: Adaptive Multi-Domain Learning. CoRR abs/2003.11504 (2020) - [i63]Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Saliency-based Weighted Multi-label Linear Discriminant Analysis. CoRR abs/2004.04221 (2020) - [i62]Onur Avci, Osama Abdeljaber, Serkan Kiranyaz, Mohammed Hussein, Moncef Gabbouj, Daniel J. Inman:
A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications. CoRR abs/2004.04373 (2020) - [i61]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Self-Organized Operational Neural Networks with Generative Neurons. CoRR abs/2004.11778 (2020) - [i60]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj:
Probabilistic Color Constancy. CoRR abs/2005.02730 (2020) - [i59]Mehmet Yamac, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images. CoRR abs/2005.04014 (2020) - [i58]Farhad Pakdaman, Mohammad Ali Adelimanesh, Moncef Gabbouj, Mahmoud Reza Hashemi:
Complexity Analysis Of Next-Generation VVC Encoding and Decoding. CoRR abs/2005.10801 (2020) - [i57]Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis:
Attention-based Neural Bag-of-Features Learning for Sequence Data. CoRR abs/2005.12250 (2020) - [i56]Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj:
FastONN - Python based open-source GPU implementation for Operational Neural Networks. CoRR abs/2006.02267 (2020) - [i55]Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images. CoRR abs/2006.05332 (2020) - [i54]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Monte Carlo Dropout Ensembles for Robust Illumination Estimation. CoRR abs/2007.10114 (2020) - [i53]Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj:
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. CoRR abs/2008.04615 (2020) - [i52]Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund:
Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception. CoRR abs/2008.12610 (2020) - [i51]Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj:
Self-Organized Operational Neural Networks for Severe Image Restoration Problems. CoRR abs/2008.12894 (2020) - [i50]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Graph Embedding with Data Uncertainty. CoRR abs/2009.00505 (2020) - [i49]Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj:
Operational vs Convolutional Neural Networks for Image Denoising. CoRR abs/2009.00612 (2020) - [i48]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Exploiting Heterogeneity in Operational Neural Networks by Synaptic Plasticity. CoRR abs/2009.08934 (2020) - [i47]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Performance Indicator in Multilinear Compressive Learning. CoRR abs/2009.10456 (2020) - [i46]Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
COVID-19 Infection Map Generation and Detection from Chest X-Ray Images. CoRR abs/2009.12698 (2020) - [i45]Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj:
Early Detection of Myocardial Infarction in Low-Quality Echocardiography. CoRR abs/2010.02281 (2020) - [i44]Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks. CoRR abs/2011.05243 (2020) - [i43]Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer. CoRR abs/2011.11436 (2020)
2010 – 2019
- 2019
- [j160]Paraskevi Nousi, Avraam Tsantekidis, Nikolaos Passalis, Adamantios Ntakaris, Juho Kanniainen, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis:
Machine Learning for Forecasting Mid-Price Movements Using Limit Order Book Data. IEEE Access 7: 64722-64736 (2019) - [j159]Muhammad Asif Khan, Ridha Hamila, Mustafa Serkan Kiranyaz, Moncef Gabbouj:
A Novel UAV-Aided Network Architecture Using Wi-Fi Direct. IEEE Access 7: 67305-67318 (2019) - [j158]Adamantios Ntakaris, Giorgio Mirone, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Feature Engineering for Mid-Price Prediction With Deep Learning. IEEE Access 7: 82390-82412 (2019) - [j157]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
PyGOP: A Python library for Generalized Operational Perceptron algorithms. Knowl. Based Syst. 182 (2019) - [j156]Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks. Remote. Sens. 11(11): 1340 (2019) - [j155]Ramin Ghaznavi Youvalari, Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
Shared Coded Picture Technique for Tile-Based Viewport-Adaptive Streaming of Omnidirectional Video. IEEE Trans. Circuits Syst. Video Technol. 29(10): 3106-3120 (2019) - [j154]Osama Abdeljaber, Sadok Sassi, Onur Avci, Serkan Kiranyaz, Abdelrahman Aly Ibrahim, Moncef Gabbouj:
Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring. IEEE Trans. Ind. Electron. 66(10): 8136-8147 (2019) - [j153]Serkan Kiranyaz, Adel Gastli, Lazhar Ben-Brahim, Nasser Al-Emadi, Moncef Gabbouj:
Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks. IEEE Trans. Ind. Electron. 66(11): 8760-8771 (2019) - [j152]Dat Thanh Tran, Alexandros Iosifidis, Juho Kanniainen, Moncef Gabbouj:
Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1407-1418 (2019) - [j151]Alireza Zare, Maryam Homayouni, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
6K and 8K Effective Resolution with 4K HEVC Decoding Capability for 360 Video Streaming. ACM Trans. Multim. Comput. Commun. Appl. 15(2s): 68:1-68:22 (2019) - [c337]Morteza Zabihi, Serkan Kiranyaz, Moncef Gabbouj:
Sepsis Prediction in Intensive Care Unit Using Ensemble of XGboost Models. CinC 2019: 1-4 - [c336]Georgios Panagiotatos, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Curriculum-based Teacher Ensemble for Robust Neural Network Distillation. EUSIPCO 2019: 1-5 - [c335]Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj:
Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing. EUSIPCO 2019: 1-5 - [c334]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series. ICASSP 2019: 7545-7549 - [c333]Serkan Kiranyaz, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj:
1-D Convolutional Neural Networks for Signal Processing Applications. ICASSP 2019: 8360-8364 - [c332]Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj:
Class-Based Variational Representation Learning For Robust Image Retrieval. ICIP 2019: 854-858 - [c331]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons. ICIP 2019: 1168-1172 - [c330]Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj:
Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms. ICIP 2019: 3048-3052 - [c329]Jussi Taipalmaa, Nikolaos Passalis, Honglei Zhang, Moncef Gabbouj, Jenni Raitoharju:
High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation. MLSP 2019: 1-6 - [c328]Christina Tzogka, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Less Is More: Deep Learning Using Subjective Annotations For Sentiment Analysis From Social Media. MLSP 2019: 1-6 - [c327]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Color Constancy Convolutional Autoencoder. SSCI 2019: 1085-1090 - [i42]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data. CoRR abs/1901.08280 (2019) - [i41]Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Deep Adaptive Input Normalization for Price Forecasting using Limit Order Book Data. CoRR abs/1902.07892 (2019) - [i40]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Operational Neural Networks. CoRR abs/1902.11106 (2019) - [i39]Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Simo Särkkä, Moncef Gabbouj:
1D Convolutional Neural Network Models for Sleep Arousal Detection. CoRR abs/1903.01552 (2019) - [i38]Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Data-driven Neural Architecture Learning For Financial Time-series Forecasting. CoRR abs/1903.06751 (2019) - [i37]Junaid Malik, Serkan Kiranyaz, Suchithra Kunhoth, Turker Ince, Somaya Al-Máadeed, Ridha Hamila, Moncef Gabbouj:
Colorectal cancer diagnosis from histology images: A comparative study. CoRR abs/1903.11210 (2019) - [i36]Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye:
3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images. CoRR abs/1904.04412 (2019) - [i35]Adamantios Ntakaris, Giorgio Mirone, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Feature Engineering for Mid-Price Prediction with Deep Learning. CoRR abs/1904.05384 (2019) - [i34]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Multimodal Subspace Support Vector Data Description. CoRR abs/1904.07698 (2019) - [i33]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Speed-up and multi-view extensions to Subclass Discriminant Analysis. CoRR abs/1905.00794 (2019) - [i32]Serkan Kiranyaz, Onur Avci, Osama Abdeljaber, Turker Ince, Moncef Gabbouj, Daniel J. Inman:
1D Convolutional Neural Networks and Applications: A Survey. CoRR abs/1905.03554 (2019) - [i31]Dat Thanh Tran, Mehmet Yamac, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning. CoRR abs/1905.07481 (2019) - [i30]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Color Constancy Convolutional Autoencoder. CoRR abs/1906.01340 (2019) - [i29]Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj:
Bag of Color Features For Color Constancy. CoRR abs/1906.04445 (2019) - [i28]Mehmet Yamac, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj:
Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing. CoRR abs/1906.08713 (2019) - [i27]Adamantios Ntakaris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators. CoRR abs/1907.09452 (2019) - [i26]Anton Muravev, Jenni Raitoharju, Moncef Gabbouj:
Architecture Search by Estimation of Network Structure Distributions. CoRR abs/1908.06886 (2019) - [i25]Ali Bahrami Rad, Morteza Zabihi, Zheng Zhao, Moncef Gabbouj, Aggelos K. Katsaggelos, Simo Särkkä:
Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network. CoRR abs/1909.02971 (2019) - [i24]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
INTEL-TAU: A Color Constancy Dataset. CoRR abs/1910.10404 (2019) - 2018
- [j150]Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj:
Neural class-specific regression for face verification. IET Biom. 7(1): 63-70 (2018) - [j149]Huadong Ma, Shui Yu, Moncef Gabbouj, Peter Mueller:
Guest Editorial Special Issue on Multimedia Big Data in Internet of Things. IEEE Internet Things J. 5(5): 3405-3407 (2018) - [j148]Jenni Raitoharju, Ekaterina Riabchenko, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, Ville Tirronen, Johanna Ärje, Salme Kärkkäinen, Kristian Meissner:
Benchmark database for fine-grained image classification of benthic macroinvertebrates. Image Vis. Comput. 78: 73-83 (2018) - [j147]Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj:
Feature synthesis for image classification and retrieval via one-against-all perceptrons. Neural Comput. Appl. 29(4): 943-957 (2018) - [j146]Dat Thanh Tran, Alexandros Iosifidis, Moncef Gabbouj:
Improving efficiency in convolutional neural networks with multilinear filters. Neural Networks 105: 328-339 (2018) - [j145]Çaglar Aytekin, Alexandros Iosifidis, Moncef Gabbouj:
Probabilistic saliency estimation. Pattern Recognit. 74: 359-372 (2018) - [j144]Guanqun Cao, Alexandros Iosifidis, Ke Chen, Moncef Gabbouj:
Generalized Multi-View Embedding for Visual Recognition and Cross-Modal Retrieval. IEEE Trans. Cybern. 48(9): 2542-2555 (2018) - [j143]Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj:
A Data Set for Camera-Independent Color Constancy. IEEE Trans. Image Process. 27(2): 530-544 (2018) - [j142]Çaglar Aytekin, Horst Possegger, Thomas Mauthner, Serkan Kiranyaz, Horst Bischof, Moncef Gabbouj:
Spatiotemporal Saliency Estimation by Spectral Foreground Detection. IEEE Trans. Multim. 20(1): 82-95 (2018) - [c326]Jussi Taipalmaa, Morteza Zabihi, Serkan Kiranyaz, Moncef Gabbouj:
Feature-Based Cardiac Cycle Segmentation in Phonocardiogram Recordings. CinC 2018: 1-4 - [c325]Morteza Zabihi, Ali Bahrami Rad, Simo Särkkä, Serkan Kiranyaz, Aggelos K. Katsaggelos, Moncef Gabbouj:
Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis. CinC 2018: 1-4 - [c324]Saad Mohamed, Ridha Hamila, Naofal Al-Dhahir, Ala Gouissem, Lazhar Ben-Brahim, Moncef Gabbouj:
Maximum achievable throughput and interference mitigation for SUN in coexistence with WLAN. CommNet 2018: 1-6 - [c323]Dat Thanh Tran, Toke Thomas Høye, Moncef Gabbouj, Alexandros Iosifidis:
Automatic Flower and Visitor Detection System. EUSIPCO 2018: 405-409 - [c322]Mehmet Yamac, Bülent Sankur, Moncef Gabbouj:
Robust Data Hiding Scheme for Compressively Sensed Signals. EUSIPCO 2018: 1760-1764 - [c321]Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj:
Compressively Sensed Image Recognition. EUVIP 2018: 1-6 - [c320]Anton Muravev, Jenni Raitoharju, Moncef Gabbouj:
On the Layer Selection in Small-Scale Deep Networks. EUVIP 2018: 1-6 - [c319]Farhad Pakdaman, Moncef Gabbouj, Mahmoud Reza Hashemi, Mohammad Ghanbari:
Fast Motion Estimation Algorithm with Efficient Memory Access for HEVC Hardware Encoders. EUVIP 2018: 1-5 - [c318]Vida Fakour Sevom, Sebastian Schwarz, Moncef Gabbouj:
Geometry-Guided 3D Data Interpolation for Projection-Based Dynamic Point Cloud Coding. EUVIP 2018: 1-6 - [c317]Nahid Sheikhi-Pour, Sebastian Schwarz, Vinod Kumar Malamal Vadakital, Moncef Gabbouj:
Efficient 2D Video Coding of Volumetric Video Data. EUVIP 2018: 1-5 - [c316]Junaid Malik, Çaglar Aytekin, Moncef Gabbouj:
Low-Energy Graph Fourier Basis Functions Span Salient Objects. ICASSP 2018: 1548-1552 - [c315]Anton Muravev, Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis, Serkan Kiranyaz:
Acceleration Approaches for Big Data Analysis. ICIP 2018: 311-315 - [c314]Honglei Zhang, Moncef Gabbouj:
Feature Dimensionality Reduction with Graph Embedding and Generalized Hamming Distance. ICIP 2018: 1083-1087 - [c313]Lei Xu, Alexandros Iosifidis, Moncef Gabbouj:
Weighted Linear Discriminant Analysis Based on Class Saliency Information. ICIP 2018: 2306-2310 - [c312]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Subspace Support Vector Data Description. ICPR 2018: 722-727 - [c311]Lei Xu, Honglei Zhang, Jenni Raitoharju, Moncef Gabbouj:
Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models. IPTA 2018: 1-6 - [c310]Li Yu, Miska M. Hannuksela, Tammam Tillo, Chunyu Lin, Moncef Gabbouj:
Is the transmission of depth data always necessary for 3D video streaming? IPTA 2018: 1-5 - [c309]Yaru Li, Li Yu, Chunyu Lin, Yao Zhao, Moncef Gabbouj:
Convolutional Neural Network Based Inter-Frame Enhancement for 360-Degree Video Streaming. PCM (2) 2018: 57-66 - [c308]Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj:
Data Clustering Based on Community Structure in Mutual k-Nearest Neighbor Graph. TSP 2018: 1-7 - [c307]Zina Chkirbene, Ridha Hamila, Sebti Foufou, Serkan Kiranyaz, Moncef Gabbouj:
Optimization on Ports Activation Towards Energy Efficient Data Center Networks. UNet 2018: 155-166 - [c306]Ugur Kart, Joni-Kristian Kämäräinen, Lixin Fan, Moncef Gabbouj:
Evaluation of Visual Object Trackers on Equirectangular Panorama. VISIGRAPP (5: VISAPP) 2018: 25-32 - [e2]Klaus Schoeffmann, Thanarat H. Chalidabhongse, Chong-Wah Ngo, Supavadee Aramvith, Noel E. O'Connor, Yo-Sung Ho, Moncef Gabbouj, Ahmed Elgammal:
MultiMedia Modeling - 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part I. Lecture Notes in Computer Science 10704, Springer 2018, ISBN 978-3-319-73602-0 [contents] - [e1]Klaus Schoeffmann, Thanarat H. Chalidabhongse, Chong-Wah Ngo, Supavadee Aramvith, Noel E. O'Connor, Yo-Sung Ho, Moncef Gabbouj, Ahmed Elgammal:
MultiMedia Modeling - 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part II. Lecture Notes in Computer Science 10705, Springer 2018, ISBN 978-3-319-73599-3 [contents] - [i23]Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj, Vijay Raghavan, Raju Gottumukkala:
Deep Multi-view Learning to Rank. CoRR abs/1801.10402 (2018) - [i22]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Subspace Support Vector Data Description. CoRR abs/1802.03989 (2018) - [i21]Lei Xu, Alexandros Iosifidis, Moncef Gabbouj:
Weighted Linear Discriminant Analysis based on Class Saliency Information. CoRR abs/1802.06547 (2018) - [i20]Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis:
Progressive Operational Perceptron with Memory. CoRR abs/1808.06377 (2018) - [i19]Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj:
Finding Better Topologies for Deep Convolutional Neural Networks by Evolution. CoRR abs/1809.03242 (2018) - [i18]Paraskevi Nousi, Avraam Tsantekidis, Nikolaos Passalis, Adamantios Ntakaris, Juho Kanniainen, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis:
Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data. CoRR abs/1809.07861 (2018) - [i17]Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj:
Compressively Sensed Image Recognition. CoRR abs/1810.06323 (2018) - [i16]Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Using Deep Learning for price prediction by exploiting stationary limit order book features. CoRR abs/1810.09965 (2018) - 2017
- [j141]Johanna Ärje, Salme Kärkkäinen, Kristian Meissner, Alexandros Iosifidis, Türker Ince, Moncef Gabbouj, Serkan Kiranyaz:
The effect of automated taxa identification errors on biological indices. Expert Syst. Appl. 72: 108-120 (2017) - [j140]Kaveh Samiee, Alexandros Iosifidis, Moncef Gabbouj:
On the comparison of random and Hebbian weights for the training of single-hidden layer feedforward neural networks. Expert Syst. Appl. 83: 177-186 (2017) - [j139]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Progressive Operational Perceptrons. Neurocomputing 224: 142-154 (2017) - [j138]Muhammad-Adeel Waris, Alexandros Iosifidis, Moncef Gabbouj:
CNN-based edge filtering for object proposals. Neurocomputing 266: 631-640 (2017) - [j137]Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj:
Outlier edge detection using random graph generation models and applications. J. Big Data 4: 11 (2017) - [j136]Kaveh Samiee, Péter Kovács, Moncef Gabbouj:
Epileptic seizure detection in long-term EEG records using sparse rational decomposition and local Gabor binary patterns feature extraction. Knowl. Based Syst. 118: 228-240 (2017) - [j135]Mikko J. Roininen, Jussi Leppänen, Antti J. Eronen, Igor D. D. Curcio, Moncef Gabbouj:
Modeling the timing of cuts in automatic editing of concert videos. Multim. Tools Appl. 76(5): 6683-6707 (2017) - [j134]Xiaoni Li, Mianshu Chen, Zhaowei Qu, Jimin Xiao, Moncef Gabbouj:
An effective CU size decision method for quality scalability in SHVC. Multim. Tools Appl. 76(6): 8011-8030 (2017) - [j133]Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
Extended quantum cuts for unsupervised salient object extraction. Multim. Tools Appl. 76(8): 10443-10463 (2017) - [j132]Pouria Babahajiani, Lixin Fan, Joni-Kristian Kämäräinen, Moncef Gabbouj:
Urban 3D segmentation and modelling from street view images and LiDAR point clouds. Mach. Vis. Appl. 28(7): 679-694 (2017) - [j131]Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Learning graph affinities for spectral graph-based salient object detection. Pattern Recognit. 64: 159-167 (2017) - [j130]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear class-specific discriminant analysis. Pattern Recognit. Lett. 100: 131-136 (2017) - [j129]Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas, Moncef Gabbouj:
Big Media Data Analysis. Signal Process. Image Commun. 59: 105-108 (2017) - [j128]Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj:
Multi-View Nonparametric Discriminant Analysis for Image Retrieval and Recognition. IEEE Signal Process. Lett. 24(10): 1537-1541 (2017) - [j127]Jenni Raitoharju, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj:
Particle swarm clustering fitness evaluation with computational centroids. Swarm Evol. Comput. 34: 103-118 (2017) - [j126]Maryam Homayouni, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj:
Row-Interleaved Sampling for Depth-Enhanced 3D Video Coding for Polarized Displays. ACM Trans. Appl. Percept. 14(3): 15:1-15:23 (2017) - [j125]Chen Chen, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj:
A New Block-Based Method for HEVC Intra Coding. IEEE Trans. Circuits Syst. Video Technol. 27(8): 1727-1736 (2017) - [j124]Shuaicheng Liu, Binhan Xu, Chuang Deng, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj:
A Hybrid Approach for Near-Range Video Stabilization. IEEE Trans. Circuits Syst. Video Technol. 27(9): 1922-1933 (2017) - [j123]Alexandros Iosifidis, Moncef Gabbouj:
Class-Specific Kernel Discriminant Analysis Revisited: Further Analysis and Extensions. IEEE Trans. Cybern. 47(12): 4485-4496 (2017) - [c305]Ionut Schiopu, Moncef Gabbouj, Atanas P. Gotchev, Miska M. Hannuksela:
Lossless compression of subaperture images using context modeling. 3DTV-Conference 2017: 1-4 - [c304]Ramin Ghaznavi Youvalari, Miska M. Hannuksela, Alireza Aminlou, Moncef Gabbouj:
Viewport-dependent delivery schemes for stereoscopic panoramic video. 3DTV-Conference 2017: 1-4 - [c303]Morteza Zabihi, Ali Bahrami Rad, Aggelos K. Katsaggelos, Serkan Kiranyaz, Susanna Narkilahti, Moncef Gabbouj:
Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier. CinC 2017 - [c302]Iftikhar Ahmad, Petri Rantanen, Pekka Sillberg, Jorma Laaksonen, Shuhua Liu, Thomas Forss, Aqdas Malik, Marko Nieminen, Rakshith Shetty, Satoru Ishikawa, Jarno Kallio, Jukka P. Saarinen, Moncef Gabbouj, Jari Soini:
VisualLabel: An Integrated Multimedia Content Management and Access Framework. EJC 2017: 321-342 - [c301]Nikolaos Passalis, Avraam Tsantekidis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Time-series classification using neural Bag-of-Features. EUSIPCO 2017: 301-305 - [c300]Anton Muravev, Ezgi Can Ozan, Alexandros Iosifidis, Moncef Gabbouj:
Pyramid encoding for fast additive quantization. EUSIPCO 2017: 2506-2510 - [c299]Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Using deep learning to detect price change indications in financial markets. EUSIPCO 2017: 2511-2515 - [c298]Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj:
A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval. ICASSP 2017: 2587-2591 - [c297]Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj:
Deep multi-resolution color constancy. ICIP 2017: 3735-3739 - [c296]Junaid Malik, Çaglar Aytekin, Moncef Gabbouj:
Category independent object proposals using quantum superposition. ICIP 2017: 4172-4176 - [c295]Alexandros Iosifidis, Moncef Gabbouj:
Class-specific kernel discriminant analysis based on Cholesky decomposition. IJCNN 2017: 1141-1146 - [c294]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Generalized model of biological neural networks: Progressive operational perceptrons. IJCNN 2017: 2477-2485 - [c293]Ionut Schiopu, Moncef Gabbouj, Alexandros Iosifidis, Bing Zeng, Shuaicheng Liu:
Subaperture image segmentation for lossless compression. IPTA 2017: 1-6 - [c292]Dat Thanh Tran, Muhammad-Adeel Waris, Moncef Gabbouj, Alexandros Iosifidis:
Sample-based regularization for support vector machine classification. IPTA 2017: 1-6 - [c291]Ramin Ghaznavi Youvalari, Alireza Zare, Huameng Fang, Alireza Aminlou, Qingpeng Xie, Miska M. Hannuksela, Moncef Gabbouj:
Comparison of HEVC coding schemes for tile-based viewport-adaptive streaming of omnidirectional video. MMSP 2017: 1-6 - [c290]Dat Thanh Tran, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Tensor representation in high-frequency financial data for price change prediction. SSCI 2017: 1-7 - [c289]Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks. CBI (1) 2017: 7-12 - [i15]Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj:
INTEL-TUT Dataset for Camera Invariant Color Constancy Research. CoRR abs/1703.09778 (2017) - [i14]Adamantios Ntakaris, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Benchmark Dataset for Mid-Price Prediction of Limit Order Book data. CoRR abs/1705.03233 (2017) - [i13]Johanna Ärje, Ville Tirronen, Salme Kärkkäinen, Kristian Meissner, Jenni Raitoharju, Moncef Gabbouj, Serkan Kiranyaz:
Human experts vs. machines in taxa recognition. CoRR abs/1708.06899 (2017) - [i12]Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj:
Neural Class-Specific Regression for face verification. CoRR abs/1708.09642 (2017) - [i11]Dat Thanh Tran, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis:
Tensor Representation in High-Frequency Financial Data for Price Change Prediction. CoRR abs/1709.01268 (2017) - [i10]Dat Thanh Tran, Alexandros Iosifidis, Moncef Gabbouj:
Improving Efficiency in Convolutional Neural Network with Multilinear Filters. CoRR abs/1709.09902 (2017) - [i9]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Class-Specific Discriminant Analysis. CoRR abs/1710.10695 (2017) - [i8]Dat Thanh Tran, Alexandros Iosifidis, Juho Kanniainen, Moncef Gabbouj:
Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis. CoRR abs/1712.00975 (2017) - 2016
- [j122]Ronald K. Pearson, Yrjö Neuvo, Jaakko Astola, Moncef Gabbouj:
Generalized Hampel Filters. EURASIP J. Adv. Signal Process. 2016: 87 (2016) - [j121]Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj:
Limited random walk algorithm for big graph data clustering. J. Big Data 3: 26 (2016) - [j120]Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj:
View upsampling optimization for mixed resolution 3D video coding. Multidimens. Syst. Signal Process. 27(3): 763-783 (2016) - [j119]Alexandros Iosifidis, Moncef Gabbouj:
Multi-class Support Vector Machine classifiers using intrinsic and penalty graphs. Pattern Recognit. 55: 231-246 (2016) - [j118]Alexandros Iosifidis, Moncef Gabbouj:
Nyström-based approximate kernel subspace learning. Pattern Recognit. 57: 190-197 (2016) - [j117]Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj:
Learning to rank salient segments extracted by multispectral Quantum Cuts. Pattern Recognit. Lett. 72: 91-99 (2016) - [j116]Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks. IEEE Trans. Biomed. Eng. 63(3): 664-675 (2016) - [j115]Alireza Aminlou, Mahmoud Reza Hashemi, Moncef Gabbouj, Bing Zeng, Omid Fatemi:
New R-D Optimization Criterion for Fast Mode Decision Algorithms in Video Coding and Transrating. IEEE Trans. Circuits Syst. Video Technol. 26(4): 696-710 (2016) - [j114]Turker Ince, Serkan Kiranyaz, Levent Eren, Murat Askar, Moncef Gabbouj:
Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks. IEEE Trans. Ind. Electron. 63(11): 7067-7075 (2016) - [j113]Alexandros Iosifidis, Moncef Gabbouj:
Scaling Up Class-Specific Kernel Discriminant Analysis for Large-Scale Face Verification. IEEE Trans. Inf. Forensics Secur. 11(11): 2453-2465 (2016) - [j112]Heng Guo, Shuaicheng Liu, Tong He, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj:
Joint Video Stitching and Stabilization From Moving Cameras. IEEE Trans. Image Process. 25(11): 5491-5503 (2016) - [j111]Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
K-Subspaces Quantization for Approximate Nearest Neighbor Search. IEEE Trans. Knowl. Data Eng. 28(7): 1722-1733 (2016) - [j110]Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
Competitive Quantization for Approximate Nearest Neighbor Search. IEEE Trans. Knowl. Data Eng. 28(11): 2884-2894 (2016) - [j109]Shuyuan Zhu, Bing Zeng, Liaoyuan Zeng, Moncef Gabbouj:
Image Interpolation Based on Non-local Geometric Similarities and Directional Gradients. IEEE Trans. Multim. 18(9): 1707-1719 (2016) - [j108]Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj:
Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2458-2471 (2016) - [c288]Schahram Dustdar, Eduard H. Hovy, Xiangyang Li, Moncef Gabbouj:
Keynote speech. CCIS 2016 - [c287]Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Moncef Gabbouj, Aggelos K. Katsaggelos:
Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation. CinC 2016 - [c286]Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj:
Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud. CVPR Workshops 2016: 652-660 - [c285]Sounak Bhattacharya, Lixin Fan, Pouria Babahajiani, Moncef Gabbouj:
Global Scale Integral Volumes. ECCV Workshops (1) 2016: 192-204 - [c284]Alexandros Iosifidis, Moncef Gabbouj:
Graph-regularized multi-class support vector machines for face and action recognition. EUSIPCO 2016: 96-100 - [c283]Ashek Ahmmed, Miska M. Hannuksela, Moncef Gabbouj:
Motion hints compensated prediction as a reference frame for high efficiency video coding (HEVC). EUSIPCO 2016: 923-927 - [c282]Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj, Xiaohua Hu:
Self-organizing binary encoding for Approximate Nearest Neighbor search. EUSIPCO 2016: 1103-1107 - [c281]Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas, Moncef Gabbouj:
A review of approximate methods for kernel-based big media data analysis. EUSIPCO 2016: 1113-1117 - [c280]Berkay Kicanaoglu, Alexandros Iosifidis, Moncef Gabbouj:
Maximum margin binary classifiers using intrinsic and penalty graphs. EUSIPCO 2016: 2270-2274 - [c279]Alexandros Iosifidis, Moncef Gabbouj:
Supervised subspace learning based on deep randomized networks. ICASSP 2016: 2584-2588 - [c278]Ashek Ahmmed, Miska M. Hannuksela, Moncef Gabbouj:
Fisheye video coding using elastic motion compensated reference frames. ICIP 2016: 2027-2031 - [c277]Serkan Kiranyaz, Muhammad-Adeel Waris, Iftikhar Ahmad, Ridha Hamila, Moncef Gabbouj:
Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks. ICIP 2016: 2306-2310 - [c276]Alexandros Iosifidis, Moncef Gabbouj:
Combining multi-class maximum margin classification with linear discriminant analysis for human action recognition. ICIP 2016: 4180-4184 - [c275]Jenni Raitoharju, Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz:
Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. CVAUI@ICPR 2016: 43-48 - [c274]Muhammad-Adeel Waris, Alexandros Iosifidis, Moncef Gabbouj:
Object proposals using CNN-based edge filtering. ICPR 2016: 627-632 - [c273]Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Ville Tirronen, Moncef Gabbouj, Serkan Kiranyaz:
Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates. ICPR 2016: 2276-2281 - [c272]Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
Joint K-Means quantization for Approximate Nearest Neighbor Search. ICPR 2016: 3645-3649 - [c271]Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Salient object segmentation based on linearly combined affinity graphs. ICPR 2016: 3769-3774 - [c270]Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj:
An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. IDA 2016: 387-392 - [c269]Guanqun Cao, Muhammad-Adeel Waris, Alexandros Iosifidis, Moncef Gabbouj:
Multi-modal subspace learning with dropout regularization for cross-modal recognition and retrieval. IPTA 2016: 1-6 - [c268]Alexandros Iosifidis, Moncef Gabbouj:
Prototype-based class-specific nonlinear subspace learning for large-scale face verification. IPTA 2016: 1-6 - [c267]Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj:
A vector quantization based k-NN approach for large-scale image classification. IPTA 2016: 1-6 - [c266]Kashyap Kammachi Sreedhar, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
Standard-Compliant Multiview Video Coding and Streaming for Virtual Reality Applications. ISM 2016: 295-300 - [c265]Ramin Ghaznavi Youvalari, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
Efficient Coding of 360-Degree Pseudo-Cylindrical Panoramic Video for Virtual Reality Applications. ISM 2016: 525-528 - [c264]Kashyap Kammachi Sreedhar, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
Viewport-Adaptive Encoding and Streaming of 360-Degree Video for Virtual Reality Applications. ISM 2016: 583-586 - [c263]Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
HEVC-compliant Tile-based Streaming of Panoramic Video for Virtual Reality Applications. ACM Multimedia 2016: 601-605 - [c262]Alireza Zare, Kashyap Kammachi Sreedhar, Vinod Kumar Malamal Vadakital, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
HEVC-compliant viewport-adaptive streaming of stereoscopic panoramic video. PCS 2016: 1-5 - [c261]Olcay Guldogan, Jani Rotola-Pukkila, Uvaraj Balasundaram, Thanh-Hai Le, Kamal Mannar, Taufan Mega Chrisna, Moncef Gabbouj:
Automated tree detection and density calculation using unmanned aerial vehicles. VCIP 2016: 1-4 - [c260]Alexandros Iosifidis, Moncef Gabbouj:
Hierarchical class-specific kernel discriminant analysis for face verification. VCIP 2016: 1-4 - [i7]Guanqun Cao, Alexandros Iosifidis, Ke Chen, Moncef Gabbouj:
Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval. CoRR abs/1605.09696 (2016) - [i6]Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj:
Outlier Edge Detection Using Random Graph Generation Models and Applications. CoRR abs/1606.06447 (2016) - [i5]Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj:
Limited Random Walk Algorithm for Big Graph Data Clustering. CoRR abs/1606.06450 (2016) - [i4]Çaglar Aytekin, Alexandros Iosifidis, Moncef Gabbouj:
Probabilistic Saliency Estimation. CoRR abs/1609.03868 (2016) - [i3]Francesco Cricri, Xingyang Ni, Mikko Honkala, Emre Aksu, Moncef Gabbouj:
Video Ladder Networks. CoRR abs/1612.01756 (2016) - 2015
- [j107]Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj, Tapio Saramäki:
Long-term epileptic EEG classification via 2D mapping and textural features. Expert Syst. Appl. 42(20): 7175-7185 (2015) - [j106]Shuyuan Zhu, Bing Zeng, Moncef Gabbouj:
Adaptive sampling for compressed sensing based image compression. J. Vis. Commun. Image Represent. 30: 94-105 (2015) - [j105]Alexandros Iosifidis, Moncef Gabbouj:
On the kernel Extreme Learning Machine speedup. Pattern Recognit. Lett. 68: 205-210 (2015) - [j104]Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj:
Subjective quality assessment of asymmetric stereoscopic 3D video. Signal Image Video Process. 9(2): 331-345 (2015) - [j103]Kaveh Samiee, Péter Kovács, Moncef Gabbouj:
Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform. IEEE Trans. Biomed. Eng. 62(2): 541-552 (2015) - [j102]Jimin Xiao, Miska M. Hannuksela, Tammam Tillo, Moncef Gabbouj, Ce Zhu, Yao Zhao:
Scalable Bit Allocation Between Texture and Depth Views for 3-D Video Streaming Over Heterogeneous Networks. IEEE Trans. Circuits Syst. Video Technol. 25(1): 139-152 (2015) - [j101]Evgeny Belyaev, Kai Liu, Moncef Gabbouj, Yunsong Li:
An Efficient Adaptive Binary Range Coder and Its VLSI Architecture. IEEE Trans. Circuits Syst. Video Technol. 25(8): 1435-1446 (2015) - [j100]Fanman Meng, Hongliang Li, Shuyuan Zhu, Bing Luo, Chao Huang, Bing Zeng, Moncef Gabbouj:
Constrained Directed Graph Clustering and Segmentation Propagation for Multiple Foregrounds Cosegmentation. IEEE Trans. Circuits Syst. Video Technol. 25(11): 1735-1748 (2015) - [j99]Evgeny Belyaev, Alexey V. Vinel, Adam Surak, Moncef Gabbouj, Magnus Jonsson, Karen O. Egiazarian:
Robust Vehicle-to-Infrastructure Video Transmission for Road Surveillance Applications. IEEE Trans. Veh. Technol. 64(7): 2991-3003 (2015) - [c259]Hidir Yuzuguzel, Jari Niemi, Serkan Kiranyaz, Moncef Gabbouj, Thomas Heinz:
ShakeMe: Key Generation from Shared Motion. CIT/IUCC/DASC/PICom 2015: 2130-2133 - [c258]Michal Joachimiak, Mikolaj Wasielica, Piotr Skrzypczynski, Janusz Sobecki, Moncef Gabbouj:
View Synthesis with Kinect-Based Tracking for Motion Parallax Depth Cue on a 2D Display. CORES 2015: 841-851 - [c257]Serkan Kiranyaz, Turker Ince, Ridha Hamila, Moncef Gabbouj:
Convolutional Neural Networks for patient-specific ECG classification. EMBC 2015: 2608-2611 - [c256]Kaveh Samiee, Péter Kovács, Serkan Kiranyaz, Moncef Gabbouj, Tapio Saramäki:
Sleep stage classification using sparse rational decomposition of single channel EEG records. EUSIPCO 2015: 1860-1864 - [c255]Alexandros Iosifidis, Moncef Gabbouj:
A Bayesian approach for extreme learning machine-based subspace learning. EUSIPCO 2015: 2356-2360 - [c254]Ronald K. Pearson, Yrjö Neuvo, Jaakko Astola, Moncef Gabbouj:
The class of generalized hampel filters. EUSIPCO 2015: 2501-2505 - [c253]Amin Jarrah, Mohsin M. Jamali, Seyyed Soheil Sadat Hosseini, Jaakko Astola, Moncef Gabbouj:
Parralelization of non-linear & non-Gaussian Bayesian state estimators (Particle filters). EUSIPCO 2015: 2506-2510 - [c252]Maryam Homayouni, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj:
Perception aware coding of stereoscopic video. IC3D 2015: 1-6 - [c251]Maryam Homayouni, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj:
Perceptually adaptive filtering for stereoscopic video compression. IC3D 2015: 1-7 - [c250]Michal Joachimiak, Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj:
Upsampled-view distortion optimization for mixed resolution 3D Video Coding. ICIP 2015: 1056-1060 - [c249]Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
Visual saliency by extended quantum cuts. ICIP 2015: 1692-1696 - [c248]Shuyuan Zhu, Bing Zeng, Guanghui Liu, Liaoyuan Zeng, Lu Fang, Moncef Gabbouj:
Image interpolation based on non-local geometric similarities. ICME 2015: 1-6 - [c247]Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj:
Automated super-voxel based features classification of urban environments by integrating 3D point cloud and image content. ICSIPA 2015: 372-377 - [c246]Rama Murthy Garimella, Berkay Kicanaoglu, Moncef Gabbouj:
On the dynamics of a Recurrent Hopfield Network. IJCNN 2015: 1-8 - [c245]Garimella Rama Murthy, Moncef Gabbouj:
On the design of Hopfield Neural Networks: Synthesis of hopfield type associative memories. IJCNN 2015: 1-8 - [c244]Garimella Rama Murthy, Moncef Gabbouj:
Existence and Synthesis of Complex Hopfield Type Associative Memories. IWANN (2) 2015: 356-369 - [c243]Jimin Xiao, Miska M. Hannuksela, Tammam Tillo, Moncef Gabbouj:
A Paradigm for Dynamic Adaptive Streaming over HTTP for Multi-view Video. PCM (2) 2015: 410-418 - [c242]Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
M-PCA Binary Embedding for Approximate Nearest Neighbor Search. TrustCom/BigDataSE/ISPA (2) 2015: 1-5 - [c241]Alexandros Iosifidis, Moncef Gabbouj, Petri Pekki:
Class-Specific Nonlinear Projections Using Class-Specific Kernel Spaces. TrustCom/BigDataSE/ISPA (2) 2015: 17-24 - [i2]Garimella Rama Murthy, Berkay Kicanaoglu, Moncef Gabbouj:
On the Dynamics of a Recurrent Hopfield Network. CoRR abs/1502.02444 (2015) - [i1]Hidir Yuzuguzel, Jari Niemi, Serkan Kiranyaz, Moncef Gabbouj, Thomas Heinz:
ShakeMe: Key Generation From Shared Motion. CoRR abs/1507.06353 (2015) - 2014
- [b1]Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition. Adaptation, learning, and optimization 15, Springer 2014, ISBN 978-3-642-37845-4, pp. I-XXVIII, 1-321 - [j98]Tatiana Efimushkina, Moncef Gabbouj, K. Samuylov:
Analytical model in discrete time for cross-layer video communication over LTE. Autom. Control. Comput. Sci. 48(6): 345-357 (2014) - [j97]Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Tuomas Turpeinen, Martti Juhola:
Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates. Ecol. Informatics 20: 1-12 (2014) - [j96]Payman Aflaki, Miska M. Hannuksela, Hamed Sarbolandi, Moncef Gabbouj:
Simultaneous 2D and 3D perception for stereoscopic displays based on polarized or active shutter glasses. J. Vis. Commun. Image Represent. 25(4): 622-631 (2014) - [j95]Francesco Cricri, Kostadin Dabov, Igor D. D. Curcio, Sujeet Mate, Moncef Gabbouj:
Multimodal extraction of events and of information about the recording activity in user generated videos. Multim. Tools Appl. 70(1): 119-158 (2014) - [j94]Esin Guldogan, Thomas Olsson, Else Lagerstam, Moncef Gabbouj:
Instance based personalized multi-form image browsing and retrieval. Multim. Tools Appl. 71(3): 1087-1104 (2014) - [j93]Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj:
Semi-Supervised Learning for Ill-Posed Polarimetric SAR Classification. Remote. Sens. 6(6): 4801-4830 (2014) - [j92]Tiecheng Song, Hongliang Li, Fanman Meng, Qingbo Wu, Bing Luo, Bing Zeng, Moncef Gabbouj:
Noise-Robust Texture Description Using Local Contrast Patterns via Global Measures. IEEE Signal Process. Lett. 21(1): 93-96 (2014) - [j91]Alireza Aminlou, Jani Lainema, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj:
Differential Coding Using Enhanced Inter-Layer Reference Picture for the Scalable Extension of H.265/HEVC Video Codec. IEEE Trans. Circuits Syst. Video Technol. 24(11): 1945-1956 (2014) - [j90]Bing Zeng, Jeff Siu-Kei Au-Yeung, Shuyuan Zhu, Moncef Gabbouj:
Perceptual Encryption of H.264 Videos: Embedding Sign-Flips Into the Integer-Based Transforms. IEEE Trans. Inf. Forensics Secur. 9(2): 309-320 (2014) - [j89]Francesco Cricri, Mikko J. Roininen, Jussi Leppänen, Sujeet Mate, Igor D. D. Curcio, Stefan Uhlmann, Moncef Gabbouj:
Sport Type Classification of Mobile Videos. IEEE Trans. Multim. 16(4): 917-932 (2014) - [c240]Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni, Moncef Gabbouj:
Depth-aware 3D video filtering targetting multiview video plus depth compression. 3DTV-Conference 2014: 1-4 - [c239]Maryam Homayouni, Payman Aflaki, Moncef Gabbouj:
Adaptive DCT based depth map resampling for depth enhanced multiview video coding. 3DTV-Conference 2014: 1-4 - [c238]Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj:
View synthesis quality mapping for depth-based super resolution on mixed resolution 3D video. 3DTV-Conference 2014: 1-4 - [c237]Döne Bugdayci Sansli, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj:
Inter view motion vector prediction in multiview HEVC. 3DTV-Conference 2014: 1-4 - [c236]Pouria Babahajiani, Lixin Fan, Moncef Gabbouj:
Object Recognition in 3D Point Cloud of Urban Street Scene. ACCV Workshops (1) 2014: 177-190 - [c235]Michal Joachimiak, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj:
Evaluation of Depth-Based Super Resolution on Compressed Mixed Resolution 3D Video. ACCV Workshops (1) 2014: 227-237 - [c234]Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj:
Cardinal sparse partial least square feature selection and its application in face recognition. EUSIPCO 2014: 785-789 - [c233]Guanqun Cao, Iftikhar Ahmad, Honglei Zhang, Weiyi Xie, Moncef Gabbouj:
Balance learning to rank in big data. EUSIPCO 2014: 1422-1426 - [c232]Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj:
Evolutionary feature synthesis by multi-dimensional particle swarm optimization. EUVIP 2014: 1-6 - [c231]Payman Aflaki, Maryam Homayouni, Miska M. Hannuksela, Moncef Gabbouj:
Row-interleaved sampling for stereoscopic video coding targeting polarized displays. IC3D 2014: 1-5 - [c230]Maryam Homayouni, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj:
Asymmetrie luminance based filtering for stereoscopic video compression. IC3D 2014: 1-6 - [c229]Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj:
Flexible depth map spatial resolution in depth-enhanced multiview video coding. ICASSP 2014: 875-879 - [c228]Péter Kovács, Kaveh Samiee, Moncef Gabbouj:
On application of rational Discrete Short Time Fourier Transform in epileptic seizure classification. ICASSP 2014: 5839-5843 - [c227]Alireza Aminlou, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj:
Weighted-prediction-based color gamut scalability extension for the H.265/HEVC video codec. ICASSP 2014: 7377-7381 - [c226]Shuyuan Zhu, Bing Zeng, Lu Fang, Moncef Gabbouj:
Downward spatially-scalable image reconstruction based on compressed sensing. ICIP 2014: 1352-1356 - [c225]Döne Bugdayci Sansli, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj:
Backward compatible enhancement of chroma format in HEVC. ICIP 2014: 3686-3690 - [c224]Jenni Raitoharju, Honglei Zhang, Ezgi Can Ozan, Muhammad-Adeel Waris, Muhammad Faisal, Guanqun Cao, Mikko Roininen, Iftikhar Ahmad, Ranjeeth Shetty, Stefan Uhlmann, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj:
Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014. ICME Workshops 2014: 1-6 - [c223]Shuyuan Zhu, Bing Zeng, Moncef Gabbouj:
Adaptive sampling for compressed sensing based image compression. ICME 2014: 1-6 - [c222]Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj:
Automatic Object Segmentation by Quantum Cuts. ICPR 2014: 112-117 - [c221]Weiyi Xie, Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj:
Incremental Learning with Support Vector Data Description. ICPR 2014: 3904-3909 - [c220]Gerard Sanchez, Hanna Silén, Jani Nurminen, Moncef Gabbouj:
Hierarchical modeling of F0 contours for voice conversion. INTERSPEECH 2014: 2318-2321 - [c219]Shuyuan Zhu, Bing Zeng, Moncef Gabbouj:
Adaptive reweighted compressed sensing for image compression. ISCAS 2014: 1-4 - [c218]Qingbo Wu, Hongliang Li, King N. Ngan, Bing Zeng, Moncef Gabbouj:
No reference image quality metric via distortion identification and multi-channel label transfer. ISCAS 2014: 530-533 - [c217]Maryam Homayouni, Alireza Aminlou, Payman Aflaki, Moncef Gabbouj:
Content adaptive depth map resampling scheme in multiview video plus depth. ISCAS 2014: 538-541 - [c216]Tiecheng Song, Hongliang Li, Bing Zeng, Moncef Gabbouj:
Texture classification using joint statistical representation in space-frequency domain with local quantized patterns. ISCAS 2014: 886-889 - [c215]Francesco Cricri, Sujeet Mate, Igor D. D. Curcio, Moncef Gabbouj:
Salient Event Detection in Basketball Mobile Videos. ISM 2014: 63-70 - [c214]Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj:
Adaptive Spatial Resolution Selection for Stereoscopic Video Compression with MV-HEVC: A Frequency Based Approach. ISM 2014: 267-270 - [c213]Döne Bugdayci Sansli, Alireza Aminlou, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj:
Improved weighted prediction based color gamut scalability in SHVC. VCIP 2014: 201-204 - [c212]Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni, Moncef Gabbouj:
Joint depth and texture filtering targeting MVD compression. VCIP 2014: 410-413 - [c211]Umar Iqbal, Igor D. D. Curcio, Moncef Gabbouj:
Who is the Hero? - Semi-supervised Person Re-identification in Videos. VISAPP (2) 2014: 162-173 - 2013
- [j88]Chenghao Liu, Miska M. Hannuksela, Moncef Gabbouj:
Client-Driven Joint Cache Management and Rate Adaptation for Dynamic Adaptive Streaming over HTTP. Int. J. Digit. Multim. Broadcast. 2013: 471683:1-471683:16 (2013) - [j87]Evgeny Belyaev, Karen O. Egiazarian, Moncef Gabbouj, Kai Liu:
A Low-Complexity Joint Source-Channel Videocoding for 3-D DWT Codec. J. Commun. 8(12): 893-901 (2013) - [j86]Evgeniy Belyaev, Andrey M. Turlikov, Karen O. Egiazarian, Moncef Gabbouj:
An Efficient Adaptive Binary Arithmetic Coder With Low Memory Requirement. IEEE J. Sel. Top. Signal Process. 7(6): 1053-1061 (2013) - [j85]Payman Aflaki, Miska M. Hannuksela, Dmytro Rusanovskyy, Moncef Gabbouj:
Nonlinear Depth Map Resampling for Depth-Enhanced 3-D Video Coding. IEEE Signal Process. Lett. 20(1): 87-90 (2013) - [j84]Je-Won Kang, Moncef Gabbouj, C.-C. Jay Kuo:
Sparse/DCT (S/DCT) Two-Layered Representation of Prediction Residuals for Video Coding. IEEE Trans. Image Process. 22(7): 2711-2722 (2013) - [j83]Miska M. Hannuksela, Dmytro Rusanovskyy, Wenyi Su, Lulu Chen, Ri Li, Payman Aflaki, Deyan Lan, Michal Joachimiak, Houqiang Li, Moncef Gabbouj:
Multiview-Video-Plus-Depth Coding Based on the Advanced Video Coding Standard. IEEE Trans. Image Process. 22(9): 3449-3458 (2013) - [j82]Evgeniy Belyaev, Karen O. Egiazarian, Moncef Gabbouj:
A Low-Complexity Bit-Plane Entropy Coding and Rate Control for 3-D DWT Based Video Coding. IEEE Trans. Multim. 15(8): 1786-1799 (2013) - [c210]Payman Aflaki, Miska M. Hannuksela, Hamed Sarbolandi, Moncef Gabbouj:
Rendering stereoscopic video for simultaneous 2D and 3D presentation. 3DTV-Conference 2013: 1-4 - [c209]Baharak Soltanian, Murat Demirtas, Moncef Gabbouj:
Reduced-complexity binary search for Doppler estimation in GNSS receivers. ACSSC 2013: 1296-1300 - [c208]Péter Kovács, Serkan Kiranyaz, Moncef Gabbouj:
Hyperbolic particle swarm optimization with application in rational identification. EUSIPCO 2013: 1-5 - [c207]Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj:
Analysis of textural features for face biometric anti-spoofing. EUSIPCO 2013: 1-5 - [c206]Tatiana Efimushkina, Karen O. Egiazarian, Moncef Gabbouj:
Rate-distortion based reversible watermarking for JPEG images with quality factors selection. EUVIP 2013: 94-99 - [c205]Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj:
Complete processing chain for 3D video generation using Kinect sensor. IC3D 2013: 1-7 - [c204]Moncef Gabbouj:
Machine learning tools for content-based search in large multimedia databases. IC3INA 2013: 15-16 - [c203]Döne Bugdayci, M. Oguz Bici, Kemal Ugur, Moncef Gabbouj:
Intra prediction mode coding for scalable HEVC. ICASSP 2013: 1374-1378 - [c202]Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj:
Supervised model training for overlapping sound events based on unsupervised source separation. ICASSP 2013: 8677-8681 - [c201]Ivana Chingovska, J. Yang, Zhen Lei, Dong Yi, Stan Z. Li, Olga Kähm, Christian Glaser, Naser Damer, Arjan Kuijper, Alexander Nouak, Jukka Komulainen, Tiago Freitas Pereira, Shubham Gupta, Shubham Khandelwal, Shubham Bansal, Ayush K. Rai, Tarun Krishna, Dushyant Goyal, Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj, Roberto Tronci, Maurizio Pili, Nicola Sirena, Fabio Roli, Javier Galbally, Julian Fiérrez, Allan da Silva Pinto, Hélio Pedrini, W. S. Schwartz, Anderson Rocha, André Anjos, Sébastien Marcel:
The 2nd competition on counter measures to 2D face spoofing attacks. ICB 2013: 1-6 - [c200]Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel:
The 2013 face recognition evaluation in mobile environment. ICB 2013: 1-7 - [c199]Alexey V. Vinel, Evgeny Belyaev, Olivier Lamotte, Moncef Gabbouj, Yevgeni Koucheryavy, Karen O. Egiazarian:
Video transmission over IEEE 802.11p: Real-world measurements. ICC Workshops 2013: 505-509 - [c198]Pouria Babahajiani, Lixin Fan, Moncef Gabbouj:
Semantic Parsing of Street Scene Images Using 3D LiDAR Point Cloud. ICCV Workshops 2013: 714-721 - [c197]Payman Aflaki, Moncef Gabbouj, Dmytro Rusanovskyy, Miska M. Hannuksela:
Unpaired Multiview Video plus Depth compression. DSP 2013: 1-6 - [c196]Hoda Roodaki, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj:
Efficient video resolution adaptation using scalable H.265/HEVC. ICIP 2013: 1563-1567 - [c195]Payman Aflaki, Wenyi Su, Michal Joachimiak, Dmytro Rusanovskyy, Miska M. Hannuksela, Houqiang Li, Moncef Gabbouj:
Coding of mixed-resolution multiview video in 3D video application. ICIP 2013: 1704-1708 - [c194]Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj:
Quantum mechanics in computer vision: Automatic object extraction. ICIP 2013: 2489-2493 - [c193]Francesco Cricri, Mikko Roininen, Sujeet Mate, Jussi Leppänen, Igor D. D. Curcio, Moncef Gabbouj:
Multi-sensor fusion for sport genre classification of user generated mobile videos. ICME 2013: 1-6 - [c192]Hoda Roodaki, Zahra Iravani, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj:
A new rate distortion model for multi-view/3D video coding. ICME Workshops 2013: 1-6 - [c191]Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj:
Polarimetric SAR classification using visual color features extracted over pseudo color images. IGARSS 2013: 1999-2002 - [c190]Evgeny Belyaev, Karen O. Egiazarian, Moncef Gabbouj:
A real-time simulcast multi-view wavelet video coding based on skipping of spatial subbands. ISPA 2013: 236-239 - [c189]Hanna Silén, Jani Nurminen, Elina Helander, Moncef Gabbouj:
Voice conversion for non-parallel datasets using dynamic kernel partial least squares regression. INTERSPEECH 2013: 373-377 - [c188]Jani Nurminen, Hanna Silén, Moncef Gabbouj:
Speaker-specific retraining for enhanced compression of unit selection text-to-speech databases. INTERSPEECH 2013: 388-391 - [c187]Jani Nurminen, Hanna Silén, Elina Helander, Moncef Gabbouj:
Evaluation of detailed modeling of the LP residual in statistical speech synthesis. ISCAS 2013: 313-316 - [c186]Srikanth Gopalakrishna, Miska M. Hannuksela, Moncef Gabbouj:
Flexible Coding Order for 3D video extension of H.265/HEVC. PCS 2013: 253-256 - [c185]Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj:
Automatic object extraction based on quantum mechanics. SIU 2013: 1-4 - 2012
- [j81]Francesco Cricri, Kostadin Dabov, Mikko Roininen, Sujeet Mate, Igor D. D. Curcio, Moncef Gabbouj:
Multimodal Semantics Extraction from User-Generated Videos. Adv. Multim. 2012: 292064:1-292064:17 (2012) - [j80]Toni Mäkinen, Serkan Kiranyaz, Jenni Raitoharju, Moncef Gabbouj:
An evolutionary feature synthesis approach for content-based audio retrieval. EURASIP J. Audio Speech Music. Process. 2012: 23 (2012) - [j79]Turker Ince, Serkan Kiranyaz, Moncef Gabbouj:
Evolutionary RBF classifier for polarimetric SAR images. Expert Syst. Appl. 39(5): 4710-4717 (2012) - [j78]Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj:
LDPC FEC Code Extension for Unequal Error Protection in DVB-T2 System: Design and Evaluation. Int. J. Digit. Multim. Broadcast. 2012: 834924:1-834924:11 (2012) - [j77]Yan Zhao, Hexin Chen, Shigang Wang, Moncef Gabbouj:
An Improved Method of Detecting Edge Direction for Spatial Error Concealment. J. Multim. 7(3): 262-268 (2012) - [j76]Serkan Kiranyaz, Toni Mäkinen, Moncef Gabbouj:
Dynamic and scalable audio classification by collective network of binary classifiers framework: An evolutionary approach. Neural Networks 34: 80-95 (2012) - [j75]Chenghao Liu, Imed Bouazizi, Miska M. Hannuksela, Moncef Gabbouj:
Rate adaptation for dynamic adaptive streaming over HTTP in content distribution network. Signal Process. Image Commun. 27(4): 288-311 (2012) - [j74]Elina Helander, Hanna Silén, Tuomas Virtanen, Moncef Gabbouj:
Voice Conversion Using Dynamic Kernel Partial Least Squares Regression. IEEE Trans. Speech Audio Process. 20(3): 806-817 (2012) - [j73]Jin Li, Moncef Gabbouj, Jarmo Takala:
Zero-Quantized Inter DCT Coefficient Prediction for Real-Time Video Coding. IEEE Trans. Circuits Syst. Video Technol. 22(2): 249-259 (2012) - [c184]Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni, Moncef Gabbouj:
Cross-asymmetric mixed-resolution 3D video compression. 3DTV-Conference 2012: 1-4 - [c183]Eugeniy Belyaev, Karen O. Egiazarian, Moncef Gabbouj:
Low complexity bit-plane entropy coding for 3-D DWT-based video compression. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems 2012: 83040I - [c182]Payman Aflaki, Dmytro Rusanovskyy, Miska M. Hannuksela, Moncef Gabbouj:
Frequency based adaptive spatial resolution selection for 3D video coding. EUSIPCO 2012: 759-763 - [c181]Michal Joachimiak, Dmytro Rusanovskyy, Miska M. Hannuksela, Moncef Gabbouj:
Multiview 3D video denoising in sliding 3D DCT domain. EUSIPCO 2012: 1109-1113 - [c180]Toni Mäkinen, Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj:
Evolutionary feature generation for content-based audio classification and retrieval. EUSIPCO 2012: 1474-1478 - [c179]Victor Popa, Hanna Silén, Jani Nurminen, Moncef Gabbouj:
Local linear transformation for voice conversion. ICASSP 2012: 4517-4520 - [c178]Evgeniy Belyaev, Andrey M. Turlikov, Karen O. Egiazarian, Moncef Gabbouj:
An efficient multiplication-free and look-up table-free adaptive binary arithmetic coder. ICIP 2012: 701-704 - [c177]Alireza Aminlou, Hana Fahim-Hashemi, Mahmoud Reza Hashemi, Moncef Gabbouj, Omid Fatemi:
A Two-Piece R-D Model for Hybrid Video Coding and Its Application in Fast Mode Decision. ICME 2012: 1073-1078 - [c176]Hanna Silén, Elina Helander, Jani Nurminen, Moncef Gabbouj:
Ways to Implement Global Variance in Statistical Speech Synthesis. INTERSPEECH 2012: 1436-1439 - [c175]Marko Viitanen, Jarno Vanne, Timo D. Hämäläinen, Moncef Gabbouj, Jani Lainema:
Complexity analysis of next-generation HEVC decoder. ISCAS 2012: 882-885 - [c174]Wei Liu, Serkan Kiranyaz, Moncef Gabbouj:
Robust scene classification by Gist with angular radial partitioning. ISCCSP 2012: 1-6 - [c173]Francesco Cricri, Igor D. D. Curcio, Sujeet Mate, Kostadin Dabov, Moncef Gabbouj:
Sensor-Based Analysis of User Generated Video for Multi-camera Video Remixing. MMM 2012: 255-265 - [c172]Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases. NDT (1) 2012: 382-398 - [c171]Payman Aflaki, Dmytro Rusanovskyy, Timo Utriainen, Emilia Pesonen, Miska M. Hannuksela, Satu Jumisko-Pyykkö, Moncef Gabbouj:
Texture denoising utilized in depth-enhanced multiview video coding. PCS 2012: 85-88 - [c170]Viktor Vad, Balázs Csébfalvi, Moncef Gabbouj:
Calibration of the Marschner-Lobb Signal on CC, BCC, and FCC Lattices. EuroVis (Short Papers) 2012 - 2011
- [j72]Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Stochastic approximation driven particle swarm optimization with simultaneous perturbation - Who will guide the guide? Appl. Soft Comput. 11(2): 2334-2347 (2011) - [j71]Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Martti Juhola, Tuomas Turpeinen, Kristian Meissner:
Classification and retrieval on macroinvertebrate image databases. Comput. Biol. Medicine 41(7): 463-472 (2011) - [j70]Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj:
Multi-dimensional particle swarm optimization in dynamic environments. Expert Syst. Appl. 38(3): 2212-2223 (2011) - [j69]Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj:
Personalized long-term ECG classification: A systematic approach. Expert Syst. Appl. 38(4): 3220-3226 (2011) - [j68]Victor Popa, Jani Nurminen, Moncef Gabbouj:
A Study of Bilinear Models in Voice Conversion. J. Signal Inf. Process. 2(2): 125-139 (2011) - [j67]Iftikhar Ahmad, Moncef Gabbouj:
A generic content-based image retrieval framework for mobile devices. Multim. Tools Appl. 55(3): 423-442 (2011) - [j66]Vinod Kumar Malamal Vadakital, Moncef Gabbouj:
Prediction and Transmission Optimization of Video Guaranteeing a Bounded Zapping-Delay in DVB-H. IEEE Trans. Broadcast. 57(2): 231-245 (2011) - [j65]Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj:
Video Coding Using Spatially Varying Transform. IEEE Trans. Circuits Syst. Video Technol. 21(2): 127-140 (2011) - [c169]Golnaz Abdollahian, Murat Birinci, Fernando Díaz-de-María, Moncef Gabbouj, Edward J. Delp:
A region-dependent image matching method for image and video annotation. CBMI 2011: 121-126 - [c168]Mikko Roininen, Esin Guldogan, Moncef Gabbouj:
Audiovisual video context recognition using SVM and genetic algorithm fusion rule weighting. CBMI 2011: 175-180 - [c167]Toni Mäkinen, Serkan Kiranyaz, Moncef Gabbouj:
Content-based audio classification using collective network of binary classifiers. EAIS 2011: 116-123 - [c166]Serkan Kiranyaz, Stefan Uhlmann, Jenni Pulkkinen, Moncef Gabbouj, Turker Ince:
Collective network of evolutionary binary classifiers for content-based image retrieval. EAIS 2011: 147-154 - [c165]Stefan Uhlmann, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
SAR imagery classification in extended feature space by Collective Network of Binary Classifiers. EUSIPCO 2011: 1160-1164 - [c164]Murat Birinci, Esin Guldogan, Moncef Gabbouj:
Dynamic Queries with Relevance Feedback for Content Based Image Retrieval. HCI (1) 2011: 547-554 - [c163]Payman Aflaki, Dmytro Rusanovskyy, Timo Utriainen, Emilia Pesonen, Miska M. Hannuksela, Satu Jumisko-Pyykkö, Moncef Gabbouj:
Study of asymmetric quality between code viewd in depthin-enhanced multiview video coding. IC3D 2011: 1-8 - [c162]Jin Li, Weiwei Chen, Moncef Gabbouj, Jarmo Takala, Hexin Chen:
Prediction of discrete cosine transformed coefficients in resized pixel blocks. ICASSP 2011: 1045-1048 - [c161]Weiwei Chen, Jin Li, Moncef Gabbouj, Jarmo Takala:
Lossless audio hiding method for synchronous audio-video coding. ICASSP 2011: 2432-2435 - [c160]Chenghao Liu, Imed Bouazizi, Moncef Gabbouj:
Parallel Adaptive HTTP Media Streaming. ICCCN 2011: 1-6 - [c159]Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince:
Incremental evolution of collective network of binary classifier for polarimetric SAR image classification. ICIP 2011: 177-180 - [c158]Serkan Kiranyaz, Jenni Pulkkinen, Turker Ince, Moncef Gabbouj:
Multi-dimensional evolutionary feature synthesis for content-based image retrieval. ICIP 2011: 3645-3648 - [c157]Michal Joachimiak, Kemal Ugur, Jani Lainema, Moncef Gabbouj:
Fast motion estimation with dual search window for stereo 3d video encoding. ICME 2011: 1-5 - [c156]Chenghao Liu, Imed Bouazizi, Moncef Gabbouj:
Segment duration for rate adaptation of adaptive HTTP streaming. ICME 2011: 1-4 - [c155]Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj:
Prediction Signal Aided Spatially Varying Transform. ICME 2011: 1-6 - [c154]Vinod Kumar Malamal Vadakital, Miska M. Hannuksela, Igor D. D. Curcio, Moncef Gabbouj:
Geo-Predictive error correction adaptation for broadcast services. ICUMT 2011: 1-6 - [c153]Payman Aflaki, Miska M. Hannuksela, Jussi H. Hakala, Jukka Häkkinen, Moncef Gabbouj:
Joint adaptation of spatial resolution and sample value quantization for asymmetric stereoscopic video compression: A subjective study. ISPA 2011: 396-401 - [c152]Hanna Silén, Elina Helander, Moncef Gabbouj:
Prediction of Voice Aperiodicity Based on Spectral Representations in HMM Speech Synthesis. INTERSPEECH 2011: 105-108 - [c151]Francesco Cricri, Kostadin Dabov, Igor D. D. Curcio, Sujeet Mate, Moncef Gabbouj:
Multimodal Event Detection in User Generated Videos. ISM 2011: 263-270 - [c150]Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince:
Polarimetric SAR images classification using collective network of binary classifiers. JURSE 2011: 245-248 - [c149]Chenghao Liu, Imed Bouazizi, Moncef Gabbouj:
Rate adaptation for adaptive HTTP streaming. MMSys 2011: 169-174 - [c148]Harri Sorokin, Jari Koivusaari, Moncef Gabbouj, Jarmo Takala:
Coding method for embedding audio in video stream. SiPS 2011: 261-266 - 2010
- [j64]Turker Ince, Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj:
Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis. Expert Syst. Appl. 37(12): 8450-8461 (2010) - [j63]Lukasz Kondrad, Vinod Kumar Malamal Vadakital, Imed Bouazizi, Miika Tupala, Moncef Gabbouj:
Cross-Layer Optimization of DVB-T2 System for Mobile Services. Int. J. Digit. Multim. Broadcast. 2010: 435405:1-435405:13 (2010) - [j62]