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ORCIDJenni Raitoharju
Jenni Karoliina Raitoharju – Jenni Pulkkinen
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Books and Theses
- 2017
[b1]Jenni Raitoharju:
Multidimensional Particle Swarm Optimization for Machine Learning. University of Tampere, Finland, 2017
Journal Articles
- 2024
- [j28]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) - [j27]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Reducing redundancy in the bottleneck representation of autoencoders. Pattern Recognit. Lett. 178: 202-208 (2024) - 2023
- [j26]Mehdi Rafiei, Jenni Raitoharju, Alexandros Iosifidis:
Computer Vision on X-Ray Data in Industrial Production and Security Applications: A Comprehensive Survey. IEEE Access 11: 2445-2477 (2023) - [j25]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-embedded subspace support vector data description. Pattern Recognit. 133: 108999 (2023) - 2022
- [j24]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Graph Embedding With Data Uncertainty. IEEE Access 10: 24232-24239 (2022) - [j23]Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Saliency-Based Multilabel Linear Discriminant Analysis. IEEE Trans. Cybern. 52(10): 10200-10213 (2022) - 2021
- [j22]Anton Muravev, Jenni Raitoharju, Moncef Gabbouj:
Neural Architecture Search by Estimation of Network Structure Distributions. IEEE Access 9: 15304-15319 (2021) - [j21]Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj:
INTEL-TAU: A Color Constancy Dataset. IEEE Access 9: 39560-39567 (2021) - [j20]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Multimodal subspace support vector data description. Pattern Recognit. 110: 107648 (2021) - [j19]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Speed-up and multi-view extensions to subclass discriminant analysis. Pattern Recognit. 111: 107660 (2021) - [j18]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) - 2020
- [j17]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ellipsoidal Subspace Support Vector Data Description. IEEE Access 8: 122013-122025 (2020) - [j16]Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Machine Learning Based Analysis of Finnish World War II Photographers. IEEE Access 8: 144184-144196 (2020) - [j15]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) - [j14]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) - [j13]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) - [j12]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) - 2018
- [j11]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) - [j10]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) - 2017
- [j9]Jenni Raitoharju, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj:
Particle swarm clustering fitness evaluation with computational centroids. Swarm Evol. Comput. 34: 103-118 (2017) - 2016
- [j8]Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj:
Limited random walk algorithm for big graph data clustering. J. Big Data 3: 26 (2016) - [j7]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) - 2014
- [j6]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) - 2012
- [j5]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) - 2011
- [j4]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) - [j3]Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj:
Multi-dimensional particle swarm optimization in dynamic environments. Expert Syst. Appl. 38(3): 2212-2223 (2011) - [j2]Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj:
Personalized long-term ECG classification: A systematic approach. Expert Syst. Appl. 38(4): 3220-3226 (2011) - 2010
- [j1]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)
Conference and Workshop Papers
- 2024
- [c38]Mikko Impiö, Jenni Raitoharju:
Improving Taxonomic Image-based Out-of-distribution Detection With DNA Barcodes. EUSIPCO 2024: 1272-1276 - [c37]Jenni Raitoharju:
Linear-Time One-Class Classification with Repeated Element-Wise Folding. EUSIPCO 2024: 1952-1956 - 2023
- [c36]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. AAAI 2023: 8421-8429 - [c35]Elina Late, Hille Ruotsalainen, Mert Seker, Jenni Raitoharju, Anssi Männistö, Sanna Kumpulainen:
From Textual to Visual Image Searching: User Experience of Advanced Image Search Tool. TPDL 2023: 277-283 - [c34]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning Distinct Features Helps, Provably. ECML/PKDD (2) 2023: 206-222 - [c33]Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Zheng Ziqiang, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang:
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. WACV (Workshops) 2023: 265-302 - 2022
- [c32]Jenni Raitoharju, Alexandros Iosifidis:
Generalized Reference Kernel for One-class Classification. IJCNN 2022: 1-9 - [c31]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Efficient CNN with uncorrelated Bag of Features pooling. SSCI 2022: 1082-1087 - 2021
- [c30]Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj:
Robust channel-wise illumination estimation. BMVC 2021: 104 - [c29]Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning to ignore: rethinking attention in CNNs. BMVC 2021: 216 - [c28]Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju:
Multi-Level Reversible Encryption for ECG Signals Using Compressive Sensing. ICASSP 2021: 1005-1009 - [c27]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling Object Detectors for Image and Video Data Analysis. ICASSP 2021: 1515-1519 - [c26]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Monte Carlo Dropout Ensembles for Robust Illumination Estimation. IJCNN 2021: 1-7 - [c25]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 - [c24]Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Automatic Main Character Recognition for Photographic Studies. MMSP 2021: 1-6 - 2020
- [c23]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj:
Facial expression based satisfaction index for empathic buildings. UbiComp/ISWC Adjunct 2020: 704-707 - [c22]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj:
Probabilistic Color Constancy. ICIP 2020: 978-982 - [c21]Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Incremental Fast Subclass Discriminant Analysis. ICIP 2020: 1771-1775 - [c20]Jussi Taipalmaa, Nikolaos Passalis, Jenni Raitoharju:
Different Color Spaces In Deep Learning-Based Water Segmentation For Autonomous Marine Operations. ICIP 2020: 3169-3173 - [c19]Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Not all domains are equally complex: Adaptive Multi-Domain Learning. ICPR 2020: 8663-8670 - [c18]Nikolaos Passalis, Jenni Raitoharju, Moncef Gabbouj, Anastasios Tefas:
Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits. MMSP 2020: 1-6 - [c17]Fahad Sohrab, Jenni Raitoharju:
Boosting Rare Benthic Macroinvertebrates Taxa Identification With One-Class Classification. SSCI 2020: 928-933 - [c16]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 - 2019
- [c15]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 - [c14]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 - [c13]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 - [c12]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Color Constancy Convolutional Autoencoder. SSCI 2019: 1085-1090 - [c11]Jenni Raitoharju, Kristian Meissner:
On Confidences and Their Use in (Semi-)Automatic Multi-Image Taxa Identification. SSCI 2019: 1338-1343 - 2018
- [c10]Anton Muravev, Jenni Raitoharju, Moncef Gabbouj:
On the Layer Selection in Small-Scale Deep Networks. EUVIP 2018: 1-6 - [c9]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Subspace Support Vector Data Description. ICPR 2018: 722-727 - [c8]Lei Xu, Honglei Zhang, Jenni Raitoharju, Moncef Gabbouj:
Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models. IPTA 2018: 1-6 - 2016
- [c7]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 - 2014
- [c6]Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj:
Evolutionary feature synthesis by multi-dimensional particle swarm optimization. EUVIP 2014: 1-6 - [c5]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 - 2012
- [c4]Toni Mäkinen, Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj:
Evolutionary feature generation for content-based audio classification and retrieval. EUSIPCO 2012: 1474-1478 - 2011
- [c3]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 - [c2]Serkan Kiranyaz, Jenni Pulkkinen, Turker Ince, Moncef Gabbouj:
Multi-dimensional evolutionary feature synthesis for content-based image retrieval. ICIP 2011: 3645-3648 - 2010
- [c1]Serkan Kiranyaz, Moncef Gabbouj, Jenni Pulkkinen, Turker Ince, Kristian Meissner:
Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases. ICIP 2010: 2257-2260
Informal and Other Publications
- 2024
- [i45]Mikko Impiö, Jenni Raitoharju:
Improving Taxonomic Image-based Out-of-distribution Detection With DNA Barcodes. CoRR abs/2406.18999 (2024) - [i44]Jenni Raitoharju:
Linear-time One-Class Classification with Repeated Element-wise Folding. CoRR abs/2408.11412 (2024) - 2023
- [i43]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer. CoRR abs/2301.01352 (2023) - [i42]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
On Feature Diversity in Energy-based Models. CoRR abs/2306.01489 (2023) - [i41]Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Convolutional autoencoder-based multimodal one-class classification. CoRR abs/2309.14090 (2023) - 2022
- [i40]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR abs/2202.04629 (2022) - [i39]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR abs/2202.04678 (2022) - [i38]Anssi Männistö, Mert Seker, Alexandros Iosifidis, Jenni Raitoharju:
Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives. CoRR abs/2204.02149 (2022) - [i37]Jenni Raitoharju, Alexandros Iosifidis:
Generalized Reference Kernel for One-class Classification. CoRR abs/2205.00534 (2022) - [i36]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Efficient CNN with uncorrelated Bag of Features pooling. CoRR abs/2209.10865 (2022) - [i35]Mikko Impiö, Pekka Härmä, Anna Tammilehto, Saku Anttila, Jenni Raitoharju:
Habitat classification from satellite observations with sparse annotations. CoRR abs/2209.12995 (2022) - [i34]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) - [i33]Mehdi Rafiei, Jenni Raitoharju, Alexandros Iosifidis:
Computer Vision on X-ray Data in Industrial Production and Security Applications: A survey. CoRR abs/2211.05565 (2022) - [i32]Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Zheng Ziqiang, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang:
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. CoRR abs/2211.13508 (2022) - 2021
- [i31]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling object detectors for image and video data analysis. CoRR abs/2102.04798 (2021) - [i30]Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm. CoRR abs/2103.06759 (2021) - [i29]Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju:
Multi-level reversible encryption for ECG signals using compressive sensing. CoRR abs/2104.05325 (2021) - [i28]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-Embedded Subspace Support Vector Data Description. CoRR abs/2104.14370 (2021) - [i27]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Within-layer Diversity Reduces Generalization Gap. CoRR abs/2106.06012 (2021) - [i26]Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Automatic Main Character Recognition for Photographic Studies. CoRR abs/2106.09064 (2021) - [i25]Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning to ignore: rethinking attention in CNNs. CoRR abs/2111.05684 (2021) - 2020
- [i24]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) - [i23]Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Incremental Fast Subclass Discriminant Analysis. CoRR abs/2002.04348 (2020) - [i22]Fahad Sohrab, Jenni Raitoharju:
Boosting rare benthic macroinvertebrates taxa identification with one-class classification. CoRR abs/2002.10420 (2020) - [i21]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ellipsoidal Subspace Support Vector Data Description. CoRR abs/2003.09504 (2020) - [i20]Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Not all domains are equally complex: Adaptive Multi-Domain Learning. CoRR abs/2003.11504 (2020) - [i19]Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Saliency-based Weighted Multi-label Linear Discriminant Analysis. CoRR abs/2004.04221 (2020) - [i18]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj:
Probabilistic Color Constancy. CoRR abs/2005.02730 (2020) - [i17]Jorge Peña Queralta, Jenni Raitoharju, Tuan Nguyen Gia, Nikolaos Passalis, Tomi Westerlund:
AutoSOS: Towards Multi-UAV Systems Supporting Maritime Search and Rescue with Lightweight AI and Edge Computing. CoRR abs/2005.03409 (2020) - [i16]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Monte Carlo Dropout Ensembles for Robust Illumination Estimation. CoRR abs/2007.10114 (2020) - [i15]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) - [i14]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Graph Embedding with Data Uncertainty. CoRR abs/2009.00505 (2020) - [i13]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) - 2019
- [i12]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Multimodal Subspace Support Vector Data Description. CoRR abs/1904.07698 (2019) - [i11]Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Machine Learning Based Analysis of Finnish World War II Photographers. CoRR abs/1904.09811 (2019) - [i10]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Speed-up and multi-view extensions to Subclass Discriminant Analysis. CoRR abs/1905.00794 (2019) - [i9]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Color Constancy Convolutional Autoencoder. CoRR abs/1906.01340 (2019) - [i8]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) - [i7]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) - [i6]Jenni Raitoharju, Alexandros Iosifidis:
Null Space Analysis for Class-Specific Discriminant Learning. CoRR abs/1908.04562 (2019) - [i5]Anton Muravev, Jenni Raitoharju, Moncef Gabbouj:
Architecture Search by Estimation of Network Structure Distributions. CoRR abs/1908.06886 (2019) - [i4]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
INTEL-TAU: A Color Constancy Dataset. CoRR abs/1910.10404 (2019) - 2018
- [i3]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Subspace Support Vector Data Description. CoRR abs/1802.03989 (2018) - 2017
- [i2]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) - 2016
- [i1]Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj:
Limited Random Walk Algorithm for Big Graph Data Clustering. CoRR abs/1606.06450 (2016)
Coauthor Index
[j28] [j27] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [j1] [c36] [c34] [c31] [c30] [c29] [c27] [c26] [c25] [c23] [c22] [c21] [c19] [c18] [c16] [c15] [c14] [c13] [c12] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [i43] [i42] [i41] [i40] [i39] [i36] [i34] [i31] [i28] [i27] [i25] [i24] [i23] [i21] [i20] [i19] [i18] [i16] [i15] [i14] [i13] [i12] [i10] [i9] [i8] [i7] [i5] [i4] [i3] [i2] [i1]
[j27] [j26] [j25] [j24] [j23] [j21] [j20] [j19] [j17] [j16] [j13] [j12] [j11] [c36] [c34] [c32] [c31] [c30] [c29] [c27] [c26] [c25] [c24] [c22] [c21] [c19] [c12] [c9] [c7] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i36] [i34] [i33] [i31] [i30] [i28] [i27] [i26] [i25] [i24] [i23] [i21] [i20] [i19] [i18] [i16] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i6] [i4] [i3]
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