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ORCID14th ICPRAM 2025: Porto, Portugal
- Modesto Castrillón Santana, Maria De Marsico, Ana Fred:
Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2025, Porto, Portugal, February 23-25, 2025. SCITEPRESS 2025, ISBN 978-989-758-730-6
Invited Speakers
- Nelly Bencomo:
Bayesian Theory of Surprise to Quantify Degrees of Uncertainty. ICPRAM 2025: 5 - Amparo Alonso-Betanzos:
Empowering AI Through Frugality. ICPRAM 2025: 7 - Alberto Del Bimbo, Niccolò Biondi, Simone Ricci, Federico Pernici:
Learning Compatible Representations. 9-10 - Thomas B. Moeslund:
The Challenge of Computing Responsible AI. ICPRAM 2025: 11
Theory and Methods
- Paola Magillo, Lidija Comic:
Computation of 2D Discrete Geometric Moments on Quadtrees. 17-22 - Faisal Z. Qureshi, Shima Rezasoltani:
Hyperspectral Image Compression Using Implicit Neural Representation and Meta-Learned Based Network. 23-31 - Yubo Wang, Ruijia Wen, Hiroyuki Ishii, Jun Ohya:
LAST: Utilizing Synthetic Image Style Transfer to Tackle Domain Shift in Aerial Image Segmentation. 32-42 - Gábor Szücs, Marcell Balázs Tóth, Marcell Németh:
Distribution Controlled Clustering of Time Series Segments by Reduced Embeddings. 43-54 - Miran Özdogan, Alan Jeffares, Sean B. Holden:
Partition Tree Ensembles for Improving Multi-Class Classification. 55-69 - Mikhaël Presley Kibinda-Moukengue, Alexandre Baussard, Pierre Beauseroy:
DNN Layers Features Reduction for Out-of-Distribution Detection. 70-78 - Quang-Huy Che, Le-Chuong Nguyen, Gia-Nghia Tran, Dinh-Duy Phan, Vinh-Tiep Nguyen:
A Re-Ranking Method Using K-Nearest Weighted Fusion for Person Re-Identification. 79-90 - Alessandra Lumini, Guilherme Botazzo Rozendo, Maichol Dadi, Annalisa Franco:
Comparison of CNN and Transformer Architectures for Robust Cattle Segmentation in Complex Farm Environments. 91-102 - Jawad Chowdhury, Gabriel Terejanu:
CGLearn: Consistent Gradient-Based Learning for Out-of-Distribution Generalization. 103-112 - Nathan Allaire, Mahsa Ghazvini Nejad, Sébastien Le Digabel, Vahid Partovi Nia:
Zeroth Order Optimization for Pretraining Language Models. 113-121 - Ryosuke Hata, Yoshihisa Shinozawa:
SSS: Similarity-Based Scheduled Sampling for Video Prediction. 122-129 - Corentin Salaün, Xingchang Huang, Iliyan Georgiev, Niloy J. Mitra, Gurprit Singh:
Online Importance Sampling for Stochastic Gradient Optimization. 130-140 - Marzieh Adeli Shamsabad, Ching Yee Suen:
Automated Handwriting Pattern Recognition for Multi-Level Personality Classification Using Transformer OCR (TrOCR). 141-150 - Charith Gunasekara, Zachary Hamel, Feng Du, Connor Baillie:
TokenOCR: An Attention Based Foundational Model for Intelligent Optical Character Recognition. 151-158 - Alireza Ghaffari, Sharareh Younesian, Boxing Chen, Vahid Partovi Nia, Masoud Asgharian:
Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach. 159-169 - Pragati Jaiswal, Didier Stricker:
HI²: Sparse-View 3D Object Reconstruction with a Hybrid Implicit Initialization. 170-180 - Antonia van Betteray, Matthias Rottmann, Karsten Kahl:
Poly-MgNet: Polynomial Building Blocks in Multigrid-Inspired ResNets. 181-191 - Antoine Bottenmuller, Florent Magaud, Arnaud Demortière, Etienne Decencière, Petr Dokládal:
Euclidean Distance to Convex Polyhedra and Application to Class Representation in Spectral Images. 192-203 - Stephen Price, Danielle L. Cote:
Document Analysis with LLMs: Assessing Performance, Bias, and Nondeterminism in Decision Making. 207-214 - Ramin Rzayev, Azer Kerimov, Vagif Aliyev:
Orientation of a Multicopter in Space Based on Recognition of Images of the Earth's Surface. ICPRAM 2025: 215-222 - Nermeen Abou Baker, Uwe Handmann:
Rethinking Model Selection Beyond ImageNet Accuracy for Waste Classification. 223-234 - Parul Khandelwal, Preety Singh, Rajbir Kaur, Roshni Chakraborty:
Stance Detection in Twitter Conversations Using Reply Support Classification. 235-242 - Yuma Kishimoto, Koichiro Yamauchi:
Lifelong Learning Needs Sleep: Few-Shot Incremental Learning Enhanced by Sleep. 243-250 - Quang-Huy Che, Duc-Tri Le, Bich-Nga Pham, Duc Khai Lam, Vinh-Tiep Nguyen:
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger Guidance. 251-262 - Mario Casillo, Francesco Colace, Angelo Lorusso, Domenico Santaniello, Carmine Valentino:
Improving Enjoyment of Cultural Heritage Through Recommender Systems, Virtual Tour, and Digital Storytelling. 263-271 - Hadjer Zebidi, Zeineb Benmessaoud, Mondher Frikha:
A Comparative and Explainable Study of Machine Learning Models for Early Detection of Parkinson's Disease Using Spectrograms. 272-282 - Manuel Sánchez-Laguardia, Gastón García González, Emilio Martínez, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez:
ASTELCO: An Augmented Sparse Time Series Dataset with Generative Models. 283-290 - Nuru Nabuuso:
Evaluating LIME and SHAP in Explaining Malnutrition Classification in Children Under Five. 291-298 - Farhad Shadmand, Luiz Schirmer, Nuno Gonçalves:
StylePuncher: Encoding a Hidden QR Code into Images. 299-308 - Nicola Greggio, Alexandre Bernardino:
Principal Direction 2-Gaussian Fit. 309-317 - Corina Masanti, Hans Friedrich Witschel, Kaspar Riesen:
Boosting Language Models for Real-Word Error Detection. 318-325 - Evangelos Stergiou, Fotios K. Konstantinidis, C. Stefani, George Arvanitakis, Georgios Tsimiklis, Angelos Amditis:
Machine Learning-Driven Classification of Polyethylene (HDPE, LDPE) via Raman Spectroscopy. 326-334 - Mohamed Amine Mezghich, Mariem Jendoubi, Yassine Assiani, Slim Mhiri:
Transformer-Based Geometric Deep Learning for Skeleton Sequence Classification: An Improved Approach. ICPRAM 2025: 335-343 - Long-Quoc Le, Minh-Nhut Ngo:
Data-Centric Optimization of Enrollment Selection in Speaker Identification. 344-351 - Rui Shi, Tsukasa Koike, Tetsuro Sekine, Akio Morita, Tetsuya Sakai:
Reconstruction of 3D Brain Structures from Clinical 2D MRI Data. 352-359 - Artur J. Ferreira, Mário A. T. Figueiredo:
Union and Intersection K-Fold Feature Selection. 360-367 - Reiji Saito, Kazuhiro Hotta:
Domain Generalization Using Category Information Independent of Domain Differences. 368-376 - Adane Nega Tarekegn, Bjørnar Tessem, Fazle Rabbi:
A New Cluster Validation Index Based on Stability Analysis. 377-384 - Mohamed Sabry Moustafa, Maarten Bieshaar, Andreas Albrecht, Bernhard Sick:
A Concept for Requirements-Driven Identification and Mitigation of Dataset Gaps for Perception Tasks in Automated Driving. 385-392 - Pragati Jaiswal, Tewodros Amberbir Habtegebrial, Didier Stricker:
1D-DiffNPHR: 1D Diffusion Neural Parametric Head Reconstruction Using a Single Image. 393-400 - Corentin Salaün, Xingchang Huang, Iliyan Georgiev, Niloy J. Mitra, Gurprit Singh:
Multiple Importance Sampling for Stochastic Gradient Estimation. 401-409 - Emna Ghorbel, Faouzi Ghorbel:
Morphing Between Monotonic Spinner Planar Curves Through Radial-Sign Descriptors. 410-417 - Bournane Abbache, Mawloud Omar, Siham Bouchelaghem:
Toward Optimized Predictive Maintenance for Vehicle Systems: Deep Learning-Based Anomaly Detection Using CAN Traffic. 418-425 - Prabhat Parajuli, Teeradaj Racharak:
A Framework for Identifying Underspecification in Image Classification Pipeline Using Post-Hoc Analyzer. 426-436 - Alexander Lindström, Arunselvan Ramaswamy, Karl-Johan Grinnemo:
Pre-Training Deep Q-Networks Eliminates the Need for Target Networks: An Empirical Study. 437-444 - Rafael Pina, Varuna De Silva:
Exploring Communication in Multi-Agent Reinforcement Learning Under Agent Malfunction. 445-452 - Muhammad Asif Suryani, Ewa Burwicz-Galerne, Brigitte Mathiak, Klaus Wallmann, Matthias Renz:
Extracting and Modeling Tabular Data from Marine Geology Publications into a Heterogeneous Information Network. 453-460
Applications
- Constantinos G. Loukas, Konstantina Prevezanou:
Assessment of Training Progression on a Surgical Simulator Using Machine Learning and Explainable Artificial Intelligence Techniques. 465-474 - Thayza Melo, Luciana Faletti Almeida, Juan G. Lazo Lazo:
Improving Floating Wind Turbine Stability with Evolutionary Computation for TMD Optimization. 475-484 - Diego Bellani, Valerio Venanzi, Shadi Andishmand, Luigi Cinque, Marco Raoul Marini:
An Optimized and Accelerated Object Instance Segmentation Model for Low-Power Edge Devices. 485-495 - Shishir Muralidhara, René Schuster, Didier Stricker:
Domain-Incremental Semantic Segmentation for Autonomous Driving Under Adverse Driving Conditions. 496-506 - Jose Silva, Aniana Cruz, Bruno Sousa, Nuno Gonçalves:
Towards Secure Biometric Solutions: Enhancing Facial Recognition While Protecting User Data. 507-518 - Marcel Rogge, Didier Stricker:
Object-Centric 2D Gaussian Splatting: Background Removal and Occlusion-Aware Pruning for Compact Object Models. 519-530 - Olivier Schirm, Maxime Devanne, Jonathan Weber, Arnaud Lecus, Germain Forestier, Cédric Wemmert:
Deep Neural Network Architectures for Advanced Hiking Map Generation. 531-541 - Ido Faran, Nathan S. Netanyahu, Elena Roitberg, Maxim Shoshany:
Self-Supervised Transformers for Long-Term Prediction of Landsat NDVI Time Series. 542-552 - Marcus Valtonen Örnhag, Püren Güler, Anastasia Grebenyuk, Hiba Alqaysi, Tobias Widmark:
SMVLift: Lifting Semantic Segmentation to 3D on XR Devices. 555-562 - Shibin Zheng, Chenwei Shen, Bin Li:
A U-Net-Based Temperature Bias Correction Method for the REMO2015 Regional Climate Model in CORDEX-EA. 563-570 - André Kirsch, Jan Rexilius:
An Easy-to-Use System for Tracking Robotic Platforms Using Time-of-Flight Sensors in Lab Environments. 571-578 - Laura Romeo, Cosimo Patruno, Grazia Cicirelli, Tiziana D'Orazio:
Multi-View Skeleton Analysis for Human Action Segmentation Tasks. 579-586 - Benjamin Grillo, Maria Kontorinaki, Fiona Sammut:
A Comparative Analysis of Hyperparameter Effects on CNN Architectures for Facial Emotion Recognition. 587-596 - Urmila, Avantika Singh:
Non Contact Stress Assessment Based on Deep Tabular Method. 597-604 - Sameer Hans, Jean-Luc Dugelay, Mohd Rizal Bin Mohd Isa, Mohammad Adib Khairuddin:
Action Recognition in Law Enforcement: A Novel Dataset from Body Worn Cameras. 605-612 - Minakshee Shukla, Renu M. Rameshan, Shikha Gupta:
Anomalous Event Detection in Traffic Audio. 613-619 - Imane Bouraoui, Jean Meunier:
Silhouette Segmentation for Near-Fall Detection Through Analysis of Human Movements in Surveillance Videos. 620-627 - Bohdan Perederei, Faisal Z. Qureshi:
Single Hyperspectral Image Super-Resolution Utilizing Implicit Neural Representations. 628-635 - Jérémie Ochin, Guillaume Devineau, Bogdan Stanciulescu, Sotiris Manitsaris:
Game State and Spatio-Temporal Action Detection in Soccer Using Graph Neural Networks and 3D Convolutional Networks. 636-646 - Powei Liao, Pei-Chun Chien, Hiroki Tsukida, Yoichi Kato, Jun Ohya:
FFAD: Fixed-Position Few-Shot Anomaly Detection for Wire Harness Utilizing Vision-Language Models. 647-656 - Jacob Carnap, Alexander Kurz, Olaf Henniger, Arjan Kuijper:
Occlusion Detection for Face Image Quality Assessment. 657-664 - Nina Hosseini-Kivanani, Homa Asadi, Christoph Schommer:
Speaker Verification Enhancement via Speaking Rate Dynamics in Persian Speechprints. 665-672 - Shota Nako, Hiroyuki Ogata, Taiji Matsui, Itsuki Hamada, Jun Ohya:
A Hierarchical Classification for Automatic Assessment of the Reception Quality Using Videos of Volleyball and Deep Learning. 673-680 - Fabien Salzenstein, Hassan Mortada, Vincent Mazet, Manuel Flury:
Surface Tracking in Coherence Scanning Interferometry by B-Spline Model and Teager-Kaiser Operator. 681-688 - Takumi Okuyama, Pei-Chun Chien, Hiroki Tsukida, Yoichi Kato, Jun Ohya:
A Two-Stage Approach for Wire Harness Cable Description Using 3D Point Clouds for Robotic Manufacturing. 689-695 - Mirco Gallazzi, Anwar Ur Rehman, Silvia Corchs, Ignazio Gallo:
Improving Classification in Skin Lesion Analysis Through Segmentation. 696-703 - Shafait Azam, Mashnunul Huq, Andreas Pech:
Ultrasonic Large Scenario Model (ULSM): Vector Embedding System for Ultrasonic Echo Wave Characteristics. 704-711 - Keishi Nishikawa, Jun Ohya:
A Group Activity Based Method for Early Recognition of Surgical Processes Using the Camera Observing Surgeries in an Operating Room and Spatio-Temporal Graph Based Deep Learning Model. 712-724 - Tanner Hobson, Jian Huang:
Visualizing Medical Coding Practices Using Transformer Models. 725-732 - Fereshteh Jafari, Joseph Moerschell, Kaspar Riesen:
Predicting Photovoltaic Power Output Using LSTM: A Comparative Study Using both Historical and Climate Data. 733-740 - Abhishek Ramanathapura Satyanarayana, Maruf A. Dhali:
Oil Spill Segmentation Using Deep Encoder-Decoder Models. 741-748 - Valentin-Adrian Serbanescu, Maruf A. Dhali:
Deep Learning for Effective Classification and Information Extraction of Financial Documents. 749-756 - Andrei Voinea, Robin Kock, Maruf A. Dhali:
LostPaw: Finding Lost Pets Using a Contrastive Learning-Based Transformer with Visual Input. 757-763 - Ryan Sime, Rohan Loveland:
Anomaly Detection Methods for Maritime Search and Rescue. 764-770 - Timothée Dhaussy, Bassam Jabaian, Fabrice Lefèvre:
FlowAct: A Proactive Multimodal Human-Robot Interaction System with Continuous Flow of Perception and Modular Action Sub-Systems. 771-779 - Itsuki Hamada, Takaaki Ohkawauchi, Chisa Shibayama, Kitaro Yoshimitsu, Nobuyuki Kaibuchi, Katsuhisa Sakaguchi, Toshihiro Okamoto, Jun Ohya:
Classification of Oral Cancer and Leukoplakia Using Oral Images and Deep Learning with Multi-Scale Random Crop Self-Training. 780-787 - Chaouki Tadjine, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed, Yassin El Hillali:
Class-Specific Dataset Splitting for YOLOv8: Improving Real-Time Performance in NVIDIA Jetson Nano for Faster Autonomous Forklifts. 788-793 - Antoine Perry, Ilaria Renna, Florence Rossant, Nicolas Wallaert:
Multilabel Classification of Otoscopy Images in Deep Learning for Detailed Assessment of Eardrum Condition. 794-800 - Amulya Ratna Dash, Yashvardhan Sharma:
Towards Improving Translation Ability of Large Language Models on Low Resource Languages. 801-807 - Karol Nowakowski, Michal Ptaszynski:
Language-Aware and Language-Agnostic Multilingual Speech Recognition with a Single Model. 808-813 - Rajarshi Biswas, Om Khairate, Mohamed Salman, Dirk Werth:
A Study on the Robustness of Object Detectors in Aqua-Farming. 814-822 - Hritu Raj, Gargi Srivastava:
An OGI Based Unattended Natural Gas Leak Detection System by Utilizing the Power of Machine Learning and Computer Vision. 823-830 - Necip Gözüaçik, Adem Tekinbas, Engin Sag, Onur Adiguzel, Sibel Malkos:
Temporal Pattern Analysis of Baggage Impact on Flight Operations. 831-838
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