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ORCID13th ICPRAM 2024: Rome, Italy
- Modesto Castrillón-Santana, Maria De Marsico, Ana Fred:
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2024, Rome, Italy, February 24-26, 2024. SCITEPRESS 2024, ISBN 978-989-758-684-2
Invited Speakers
- Marco Cristani:
Forecast the Forecasting. ICPRAM 2024: 5 - Jean-Luc Dugelay:
A Review on Malicious Facial Image Processing and Possible Counter-Measures. ICPRAM 2024: 7 - Alice J. O'Toole:
Combining Images and Words in Deep Networks that Identify People from Body Shape. ICPRAM 2024: 9 - Carol J. Smith
:
Letting Go of the Numbers: Measuring AI Trustworthiness. 11-12
Theory and Methods
- Syed Mahir Tazwar, Max Knobbout, Enrique Hortal Quesada, Mirela Popa:
Tab-VAE: A Novel VAE for Generating Synthetic Tabular Data. 17-26 - Simon Gutwein, Martin Kampel, Sabine Taschner-Mandl, Roxane Licandro:
GENUINE: Genomic and Nucleus Information Embedding for Single Cell Genetic Alteration Classification in Microscopic Images. 27-36 - Yubo Wang, Zhao Wang, Yuusuke Nakano, Katsuya Hasegawa, Hiroyuki Ishii, Jun Ohya:
MAC: Multi-Scales Attention Cascade for Aerial Image Segmentation. 37-47 - Antonio L. Alfeo, Mario G. C. A. Cimino:
Counterfactual-Based Feature Importance for Explainable Regression of Manufacturing Production Quality Measure. 48-56 - Kresimir Besenic, Igor S. Pandzic, Jörgen Ahlberg:
Let Me Take a Better Look: Towards Video-Based Age Estimation. 57-69 - Swastik Jena, Bunil Kumar Balabantaray, Rajashree Nayak:
Large Age Gap Face Verification by Learning GAN Synthesized Prototype Representations. 70-78 - Javier Torón-Artiles, Daniel Hernández-Sosa, Oliverio J. Santana, Javier Lorenzo-Navarro, David Freire-Obregón:
Classifying Soccer Ball-on-Goal Position Through Kicker Shooting Action. 79-90 - Georgios Tzolopoulos, Christos Korgialas, Constantine Kotropoulos:
On Spectrogram Analysis in a Multiple Classifier Fusion Framework for Power Grid Classification Using Electric Network Frequency. 91-99 - Kento Sago, Kazuhiro Hotta:
Vision Transformer Interpretability via Prediction of Image Reflected Relevance Among Tokens. 100-106 - Torpong Nitayanont, Cheng Lu, Dorit S. Hochbaum:
Path of Solutions for Fused Lasso Problems. 107-118 - Luiz Fernando da Cunha Cintra, Rodigo da Silva Dias, Rogerio Salvini:
A Post-Processing Strategy for Association Rules in Knowledge Discovery. 119-130 - Markus Russold, Martin Nocker, Pascal Schöttle:
Incremental Whole Plate ALPR Under Data Availability Constraints. 131-140 - Sreekala Kallidil Padinjarekkara, Jessica Alecci, Mirela Popa:
XPCA Gen: Extended PCA Based Tabular Data Generation Model. 141-151 - Ryota Sato, Suzana Rita Alves Beleza, Erica K. Shimomoto, Matheus Silva de Lima, Nobuko Kato, Kazuhiro Fukui:
Sign Language Recognition Based on Subspace Representations in the Spatio-Temporal Frequency Domain. 152-159 - Sarah Schröder, Alexander Schulz, Fabian Hinder, Barbara Hammer:
Semantic Properties of Cosine Based Bias Scores for Word Embeddings. 160-168 - Pranav Sharma, Jigyasa Singh Katrolia, Jason R. Rambach, Bruno Mirbach, Didier Stricker:
Achieving RGB-D Level Segmentation Performance from a Single ToF Camera. 171-178 - Telmo Cunha, Luiz Schirmer, João Marcos, Nuno Gonçalves:
Noise Simulation for the Improvement of Training Deep Neural Network for Printer-Proof Steganography. 179-186 - Angelos-Michael Papadopoulos, Paschalis Melissas, Anestis Kastellos, Panagiotis Katranitsiotis, Panagiotis Zaparas, Konstantinos Stavridis, Petros Daras:
TenebrioVision: A Fully Annotated Dataset of Tenebrio Molitor Larvae Worms in a Controlled Environment for Accurate Small Object Detection and Segmentation. 187-196 - Yuki Mori, Seiji Yamada, Takashi Onoda:
Group Importance Estimation Method Based on Group LASSO Regression. 197-204 - Kotaro Ii, Hiroto Saigo, Yasuo Tabei:
A Branch-and-Bound Approach to Efficient Classification and Retrieval of Documents. 205-214 - Michael Fürst, Rahul Jakkamsetty, René Schuster, Didier Stricker:
Learned Fusion: 3D Object Detection Using Calibration-Free Transformer Feature Fusion. 215-223 - Yi Sheng Heng, James Pope:
Content Rating Classification in Fan Fiction Using Active Learning and Explainable Artificial Intelligence. 224-231 - Shinji Niihara, Minoru Mori:
Improvement of Tensor Representation Label in Image Recognition: Evaluation on Selection, Complexity and Size. 232-239 - Charles Hamesse, Michiel Vlaminck, Hiep Luong, Rob Haelterman:
Practical Deep Feature-Based Visual-Inertial Odometry. 240-247 - Hope Hodges, J. A. (Jim) Connell, Carolyn Garrity, James Pope:
Deep Learning, Feature Selection and Model Bias with Home Mortgage Loan Classification. 248-255 - Carlos E. López Fortín, Ikuko Nishikawa:
Generative Data Augmentation for Few-Shot Domain Adaptation. 256-265 - Haruka Ide, Hiroyuki Ogata, Takuya Otani, Atsuo Takanishi, Jun Ohya:
Detecting Overgrown Plant Species Occluding Other Species in Complex Vegetation in Agricultural Fields Based on Temporal Changes in RGB Images and Deep Learning. 266-273 - Emna Ghorbel, Ghada Maddouri, Faouzi Ghorbel:
Face Blending Data Augmentation for Enhancing Deep Classification. 274-280 - Marija Chuchalina, Aleksandrs Sisojevs, Alexey Tatarinov:
Determination of Factors of Interest in Bone Models Based on Ultrasonic Data. 281-287 - Kimia Haghjooei, Mansoor Rezghi:
QEBB: A Query-Efficient Black-Box Adversarial Attack on Video Recognition Models Based on Unsupervised Key Frame Selection. 288-295 - Valerie Vaquet, Fabian Hinder, Barbara Hammer:
Investigating the Suitability of Concept Drift Detection for Detecting Leakages in Water Distribution Networks. 296-303 - Igor Lopes Souza, Daniel Oliveira Dantas:
Cardiac Arrhythmia Detection in Electrocardiogram Signals with CNN-LSTM. 304-310 - Nour El Houda Fodil, Damien Olivier, Pierrick Tranouez:
Towards Better Motif Detection: Comparative Analysis of Several Symbolic Methods. 311-319 - Arunselvan Ramaswamy, Yunpeng Ma, Stefan Alfredsson, Fran Collyer, Anna Brunström:
Information Theoretic Deductions Using Machine Learning with an Application in Sociology. 320-328 - Souad Taouti, Hadda Cherroun, Djelloul Ziadi:
Parallel Tree Kernel Computation. 329-336 - Yúri Faro Dantas de Sant'Anna, Mariana Lira de Farias, Methanias Colaço Júnior, Daniel Oliveira Dantas, Max Castor Rodrigues Junior:
Fuel Classification in Electronic Tax Documents. 337-343 - Dapinder Kaur, Neeraj Battish, Arnav Bhavsar, Shashi Poddar:
YOLOv7E: An Attention-Based Improved YOLOv7 for the Detection of Unmanned Aerial Vehicles. 344-351 - Katharina Bendig, René Schuster, Didier Stricker:
ShapeAug: Occlusion Augmentation for Event Camera Data. 352-359 - David Mojzísek, Jan Hula:
Efficient Solver Scheduling and Selection for Satisfiability Modulo Theories (SMT) Problems. 360-369 - Takahiro Sannomiya, Kazuhiro Hotta:
Visualization of the Basis for Decisions by Selecting Layers Based on Model's Predictions Using the Difference Between Two Networks. 370-377 - Ayato Takama, Satoshi Kamiya, Kazuhiro Hotta:
Improvement of TransUNet Using Word Patches Created from Different Dataset. 378-385 - Spyridon Drakakis, Constantine Kotropoulos:
Applying the Neural Bellman-Ford Model to the Single Source Shortest Path Problem. 386-393 - Fabien Salzenstein, Abdel-Ouahab Boudraa:
Surface Extraction in Coherence Scanning Interferometry by Gauss-Markov Monte-Carlo Method and Teager-Kaiser Operator. 394-401 - Zhengyang Lyu, Pierre Beauseroy, Alexandre Baussard:
Study of an Expansion Method Based on an Image-Specific Classifier and Multi-Features for Weakly Supervised Semantic Segmentation. 402-409 - Rafael Pina, Varuna De Silva, Corentin Artaud:
Towards Self-Adaptive Resilient Swarms Using Multi-Agent Reinforcement Learning. 410-417 - Taihei Asai, Koichiro Yamauchi:
Swap-Deep Neural Network: Incremental Inference and Learning for Embedded Systems. 418-427 - Jiaqi Zhang, Xiaoyi Jiang:
Classification Performance Boosting for Interpolation Kernel Machines by Training Set Pruning Using Genetic Algorithm. 428-435 - Artur J. Ferreira, Mário A. T. Figueiredo:
A Mutual Information Based Discretization-Selection Technique. 436-443 - Mohamed Amine Mezghich, Dorsaf Hmida, Taha Mustapha Nahdi, Faouzi Ghorbel:
An Improved VGG16 Model Based on Complex Invariant Descriptors for Medical Images Classification. 444-452 - Juan A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez:
Instance Selection Framework for Alzheimer's Disease Classification Using Multiple Regions of Interest and Atlas Integration. 453-460 - Alexei M. Mikhailov, Mikhail F. Karavay:
On Function of the Cortical Column and Its Significance for Machine Learning. 461-468 - Ming-Chang Lee, Jia-Chun Lin, Volker Stolz:
Evaluation of K-Means Time Series Clustering Based on Z-Normalization and NP-Free. ICPRAM 2024: 469-477 - Alireza Ghaffari, Justin Yu, Mahsa Ghazvini Nejad, Masoud Asgharian, Boxing Chen, Vahid Partovi Nia:
Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models. 478-484 - Viacheslav E. Antsiperov:
Neuromorphic Encoding / Reconstruction of Images Represented by Poisson Counts. 485-493
Applications
- Naoya Higuchi, Yasunobu Imamura, Vladimir Mic, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama:
Fast Filtering for Similarity Search Using Conjunctive Enumeration of Sketches in Order of Hamming Distance. 499-510 - Manuel Röder, Maximilian Münch, Christoph Raab, Frank-Michael Schleif:
Crossing Domain Borders with Federated Few-Shot Adaptation. 511-521 - Meng Dong:
CLIP: Assisted Video Anomaly Detection. 522-533 - Mahdi Chamseddine, Jason R. Rambach, Didier Stricker:
CaRaCTO: Robust Camera-Radar Extrinsic Calibration with Triple Constraint Optimization. 534-545 - Zhenyue Gu, Benedikt Kolbeinsson, Krystian Mikolajczyk:
AirEyeSeg: Teacher-Student Insights into Robust Fisheye UAV Detection. 546-557 - Hifza Khalid, Arunselvan Ramaswamy, Simone Ferlin, Alva L. Couch:
Modeling Batch Tasks Using Recurrent Neural Networks in Co-Located Alibaba Workloads. 558-569 - Muhammad Ali, Omar Alsuwaidi, Salman Khan:
Enhanced Segmentation of Deformed Waste Objects in Cluttered Environments. 570-581 - Francesco Ceccarelli, Lorenzo Giusti, Sean B. Holden, Pietro Liò:
Integrating Structure and Sequence: Protein Graph Embeddings via GNNs and LLMs. 582-593 - Ruturaj Patil, Hemavathy B, Sanat Sarangi, Dineshkumar Singh, Rupayan Chakraborty, Sanket Junagade, Srinivasu Pappula:
Identifying Indian Cattle Behaviour Using Acoustic Biomarkers. 594-602 - Hussein Mohammed, Mahdi Jampour:
Small Patterns Detection in Historical Digitised Manuscripts Using Very Few Annotated Examples. 605-612 - Mohamed Nidhal Abdi, Maher Khemakhem:
Offline Text-Independent Arabic and Chinese Writer Identification Using a Multi-Segmentation Codebook-Based Strategy. 613-619 - Toon Stuyck, Eric Demeester:
Impact of Using GAN Generated Synthetic Data for the Classification of Chemical Foam in Low Data Availability Environments. 620-627 - Danilo Avola, Luigi Cinque, Gian Luca Foresti, Marco Raoul Marini:
FaceVision-GAN: A 3D Model Face Reconstruction Method from a Single Image Using GANs. 628-632 - Rohan Loveland, Ryan Sime:
Anomaly Detection Methods for Finding Technosignatures. ICPRAM 2024: 633-640 - Kendai Itakura, Dukka Bahadur, Hiroto Saigo:
Benchmarking a Wide Range of Unsupervised Learning Methods for Detecting Anomaly in Blast Furnace. 641-650 - Panagiotis Katranitsiotis, Panagiotis Zaparas, Konstantinos Stavridis, Petros Daras:
Leveraging VR and Force-Haptic Feedback for an Effective Training with Robots. 651-660 - Lucie Martin, Muriel Dugachard, Yuqi Wang, Guillaume Scherpereel:
Detection of Energy Drifts in Waste Water Treatment Plants Using Dynamic Clustering. 661-670 - Anton Johan Röscher, Dustin van der Haar:
Fetal Health Classification Using One-Dimensional Convolutional Neural Network. 671-678 - Ahmad Kamal Aijazi, Paul Checchin:
Robust 3D Point Cloud Registration Exploiting Unique LiDAR Scanning Pattern. 679-686 - Mahdi Jampour, Hussein Mohammed, Jost Gippert:
Enhancing the Readability of Palimpsests Using Generative Image Inpainting. 687-694 - David Adamczyk, Jan Hula:
Efficient Use of Large Language Models for Analysis of Text Corpora. 695-705 - Malihe Javidi, Qiang Wang, Marta Vallejo:
Quantification of Matching Results for Autofluorescence Intensity Images and Histology Images. 706-713 - J. T. Charith Gunasekara, Alaa Sharafeldin, Matthew Triff, Zareen Kabir, Rohan Ben Joseph:
Information Retrieval Chatbot on Military Policies and Standards. 714-722 - Charith Gunasekara, Yash Matharu, Rohan Ben Joseph:
Military Badge Detection and Classification Algorithm for Automatic Processing of Documents. 723-731 - Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen:
Impute Water Temperature in the Swiss River Network Using LSTMs. 732-738 - Youcef Ouadjer, Chiara Galdi, Sid-Ahmed Berrani, Mourad Adnane, Jean-Luc Dugelay:
Self-Supervised-Based Multimodal Fusion for Active Biometric Verification on Mobile Devices. 739-744 - Jacob Murel, David A. Smith:
Detecting Manuscript Annotations in Historical Print: Negative Evidence and Evaluation Metrics. 745-752 - Gauthier Rotsart De Hertaing, Dani Manjah, Benoît Macq:
TrajViViT: A Trajectory Video Vision Transformer Network for Trajectory Forecasting. 753-760 - Luke Thomas, Matt J. Roach, Alma A. M. Rahat, Austin Capsey, Mike Edwards:
Semantic and Horizon-Based Feature Matching for Optimal Deep Visual Place Recognition in Waterborne Domains. 761-770 - Hifza Khalid, Peter Portante, Alva L. Couch:
Linux Configuration Tuning: Is Having a Large Dataset Enough? 771-778 - Satoshi Tamura, Tomohiro Hattori, Yusuke Kato, Naoki Noguchi:
Speech Recognition for Indigenous Language Using Self-Supervised Learning and Natural Language Processing. 779-784 - Sasa Sambolek, Marina Ivasic-Kos:
Person Detection and Geolocation Estimation in UAV Aerial Images: An Experimental Approach. 785-792 - Dimitrios Kritsiolis, Constantine Kotropoulos:
Mobile Phone Identification from Recorded Speech Signals Using Non-Speech Segments and Universal Background Model Adaptation. 793-800 - Torsten Schlett, Christian Rathgeb, Juan E. Tapia, Christoph Busch:
Double Trouble? Impact and Detection of Duplicates in Face Image Datasets. 801-808 - Patrick Petersen, Hanno Stage, Philipp Reis, Jonas Rauch, Eric Sax:
Comparison of Dimension Reduction Methods for Multivariate Time Series Pattern Recognition. 809-816 - Djedjiga Belhadj, Yolande Belaïd, Abdel Belaïd:
Homomorphic Encryption Friendly Multi-GAT for Information Extraction in Business Documents. 817-825 - Sayaka Mori, Tetsuya Suzuki:
Experimental Application of Semantic Segmentation Models Fine-Tuned with Synthesized Document Images to Text Line Segmentation in a Handwritten Japanese Historical Document. 826-832 - Thomas A. Cox, Sasan Mahmoodi, Elizabeth M. Curtis, Nicholas R. Fuggle, Rebecca J. Moon, Kate A. Ward, Leo D. Westbury, Nicholas C. Harvey:
An Algorithmic Approach for Quantitative Motion Artefact Grading in HRpQCT Medical Imaging. 833-840 - Ruihao Luo, Shuxia Guo, Thomas Bocklitz:
Sample Size Estimation of Transfer Learning for Colorectal Cancer Detection. 841-851 - Rémi Decelle, Phuc Ngo, Isabelle Debled-Rennesson, Frédéric Mothe, Fleur Longuetaud:
Directional Filter for Tree Ring Detection. 852-859 - Thomas Messerer:
Towards Small Anomaly Detection. 860-865 - Masaaki Ida:
Discrimination of Signals from Large Covariance Matrix for Pattern Recognition. 866-871 - Martyna Kurbiel, Agata M. Wijata, Jakub Nalepa:
Predicting the MGMT Promoter Methylation Status in T2-FLAIR Magnetic Resonance Imaging Scans Using Machine Learning. 872-879 - Fateh Ghazali, Abdenour Hacine-Gharbi, Khaled Rouabah, Philippe Ravier:
Performance Evaluation of the Electrical Appliances Identification System Using the PLAID Database in Independent Mode of House. 880-885 - Zahra Golpayegani, Nizar Bouguila:
PatchSVD: A Non-Uniform SVD-Based Image Compression Algorithm. 886-893 - Xiaofei Wang, Rashik Shadman, Daqing Hou, Faraz Hussain, Stephanie Schuckers:
A Novel Keystroke Dataset for Preventing Advanced Persistent Threats. 894-901 - Colin Gebler, Regina Pohle-Fröhlich:
Intrusion Detection at Railway Tunnel Entrances Using Dynamic Vision Sensors. 902-909 - Modesto Castrillón-Santana, David Freire-Obregón, Daniel Hernández-Sosa, Oliverio J. Santana, Francisco Ortega-Zamorano, José Isern González, Javier Lorenzo-Navarro:
An Evaluation of General-Purpose Optical Character Recognizers and Digit Detectors for Race Bib Number Recognition. 910-917 - Rima Touahria, Abdenour Hacine-Gharbi, Philippe Ravier, Messaoud Mostefai:
Relevant Multi Domain Features Selection Based on Mutual Information for Heart Sound Classification. 918-923 - Udith Krishnan Vadakkum Vadukkal, Angelo Cardellicchio, Nicola Mosca, Maria di Summa, Massimiliano Nitti, Ettore Stella, Vito Renò:
Enhancing Railway Safety: An Unsupervised Approach for Detecting Missing Bolts with Deep Learning and 3D Imaging. 924-929 - Hichem Bengacemi, Abdenour Hacine-Gharbi, Philippe Ravier, Karim Abed-Meraim, Olivier Buttelli:
Surface EMG Signal Segmentation and Classification for Parkinson's Disease Based on HMM Modelling. 930-938 - Daniel Anojan Atputharuban, Christoph Theopold, Aonghus Lawlor:
Enhancing Surgical Visualization: Feasibility Study on GAN-Based Image Generation for Post Operative Cleft Palate Images. 939-945
Workshop on Medical Condition Assessment Using Pattern Recognition: Progress in Neurodegenerative Disease and Beyond
- Francesco Castro, Donato Impedovo, Giuseppe Pirlo:
A Federated Learning System with Biometric Medical Image Authentication for Alzheimer's Diagnosis. 951-960 - Stefania Bello, Alessia Monaco, Luca Musti, Giuseppe Pirlo, Gianfranco Semeraro:
Filtered Random Hybrid Strokes (Frhs): Filtering Time-Series Considerding Velocity Profile. 961-968 - Vincenzo Gattulli, Lucia Sarcinella:
Human Activity Recognition for Identifying Bullying and Cyberbullying: A Comparative Analysis Between Users Under and over 18 Years Old. 969-977 - Ali Abdulameer Aldujaili, Manuel Rosa-Zurera, Ahmed Meri:
Unveiling the Power of EEG Signals: Parkinson's Disease Identification via Yet Another Mobile Network (YAMNet). 978-984 - Giacomo F. P. Cuccovillo, Donato Impedovo, Alessia Monaco, Giuseppe Pirlo, Gianfranco Semeraro, Davide Veneto:
Handwriting Detection Test (HWDT): Android Application for the Recognition of Neurodegenerative Diseases. 985-994 - Antonio Curci, Andrea Esposito:
Detecting Brain Tumors Through Multimodal Neural Networks. 995-1000
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