ICPRAM C

95 papers

YearTitle / Authors
20251D-DiffNPHR: 1D Diffusion Neural Parametric Head Reconstruction Using a Single Image.
Pragati Jaiswal, Tewodros Amberbir Habtegebrial, Didier Stricker
2025A Comparative Analysis of Hyperparameter Effects on CNN Architectures for Facial Emotion Recognition.
Benjamin Grillo, Maria Kontorinaki, Fiona Sammut
2025A Comparative and Explainable Study of Machine Learning Models for Early Detection of Parkinson's Disease Using Spectrograms.
Hadjer Zebidi, Zeineb Benmessaoud, Mondher Frikha
2025A Concept for Requirements-Driven Identification and Mitigation of Dataset Gaps for Perception Tasks in Automated Driving.
Mohamed Sabry Moustafa, Maarten Bieshaar, Andreas Albrecht, Bernhard Sick
2025A Framework for Identifying Underspecification in Image Classification Pipeline Using Post-Hoc Analyzer.
Prabhat Parajuli, Teeradaj Racharak
2025A 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.
Keishi Nishikawa, Jun Ohya
2025A Hierarchical Classification for Automatic Assessment of the Reception Quality Using Videos of Volleyball and Deep Learning.
Shota Nako, Hiroyuki Ogata, Taiji Matsui, Itsuki Hamada, Jun Ohya
2025A New Cluster Validation Index Based on Stability Analysis.
Adane Nega Tarekegn, Bjørnar Tessem, Fazle Rabbi
2025A Re-Ranking Method Using K-Nearest Weighted Fusion for Person Re-Identification.
Quang-Huy Che, Le-Chuong Nguyen, Gia-Nghia Tran, Dinh-Duy Phan, Vinh-Tiep Nguyen
2025A Study on the Robustness of Object Detectors in Aqua-Farming.
Rajarshi Biswas, Om Khairate, Mohamed Salman, Dirk Werth
2025A Two-Stage Approach for Wire Harness Cable Description Using 3D Point Clouds for Robotic Manufacturing.
Takumi Okuyama, Pei-Chun Chien, Hiroki Tsukida, Yoichi Kato, Jun Ohya
2025A U-Net-Based Temperature Bias Correction Method for the REMO2015 Regional Climate Model in CORDEX-EA.
Shibin Zheng, Chenwei Shen, Bin Li
2025ASTELCO: An Augmented Sparse Time Series Dataset with Generative Models.
Manuel Sánchez-Laguardia, Gastón García González, Emilio Martínez, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez
2025Action Recognition in Law Enforcement: A Novel Dataset from Body Worn Cameras.
Sameer Hans, Jean-Luc Dugelay, Mohd Rizal Bin Mohd Isa, Mohammad Adib Khairuddin
2025An Easy-to-Use System for Tracking Robotic Platforms Using Time-of-Flight Sensors in Lab Environments.
André Kirsch, Jan Rexilius
2025An OGI Based Unattended Natural Gas Leak Detection System by Utilizing the Power of Machine Learning and Computer Vision.
Hritu Raj, Gargi Srivastava
2025An Optimized and Accelerated Object Instance Segmentation Model for Low-Power Edge Devices.
Diego Bellani, Valerio Venanzi, Shadi Andishmand, Luigi Cinque, Marco Raoul Marini
2025Anomalous Event Detection in Traffic Audio.
Minakshee Shukla, Renu M. Rameshan, Shikha Gupta
2025Anomaly Detection Methods for Maritime Search and Rescue.
Ryan Sime, Rohan Loveland
2025Assessment of Training Progression on a Surgical Simulator Using Machine Learning and Explainable Artificial Intelligence Techniques.
Constantinos G. Loukas, Konstantina Prevezanou
2025Automated Handwriting Pattern Recognition for Multi-Level Personality Classification Using Transformer OCR (TrOCR).
Marzieh Adeli Shamsabad, Ching Yee Suen
2025Bayesian Theory of Surprise to Quantify Degrees of Uncertainty.
Nelly Bencomo
2025Boosting Language Models for Real-Word Error Detection.
Corina Masanti, Hans-Friedrich Witschel, Kaspar Riesen
2025CGLearn: Consistent Gradient-Based Learning for Out-of-Distribution Generalization.
Jawad Chowdhury, Gabriel Terejanu
2025Class-Specific Dataset Splitting for YOLOv8: Improving Real-Time Performance in NVIDIA Jetson Nano for Faster Autonomous Forklifts.
Chaouki Tadjine, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed, Yassin El Hillali
2025Classification of Oral Cancer and Leukoplakia Using Oral Images and Deep Learning with Multi-Scale Random Crop Self-Training.
Itsuki Hamada, Takaaki Ohkawauchi, Chisa Shibayama, Kitaro Yoshimitsu, Nobuyuki Kaibuchi, Katsuhisa Sakaguchi, Toshihiro Okamoto, Jun Ohya
2025Comparison of CNN and Transformer Architectures for Robust Cattle Segmentation in Complex Farm Environments.
Alessandra Lumini, Guilherme Botazzo Rozendo, Maichol Dadi, Annalisa Franco
2025Computation of 2D Discrete Geometric Moments on Quadtrees.
Paola Magillo, Lidija Comic
2025DNN Layers Features Reduction for Out-of-Distribution Detection.
Mikhaël Presley Kibinda-Moukengue, Alexandre Baussard, Pierre Beauseroy
2025Data-Centric Optimization of Enrollment Selection in Speaker Identification.
Long-Quoc Le, Minh-Nhut Ngo
2025Deep Learning for Effective Classification and Information Extraction of Financial Documents.
Valentin-Adrian Serbanescu, Maruf A. Dhali
2025Deep Neural Network Architectures for Advanced Hiking Map Generation.
Olivier Schirm, Maxime Devanne, Jonathan Weber, Arnaud Lecus, Germain Forestier, Cédric Wemmert
2025Distribution Controlled Clustering of Time Series Segments by Reduced Embeddings.
Gábor Szücs, Marcell Balázs Tóth, Marcell Németh
2025Document Analysis with LLMs: Assessing Performance, Bias, and Nondeterminism in Decision Making.
Stephen Price, Danielle L. Cote
2025Domain Generalization Using Category Information Independent of Domain Differences.
Reiji Saito, Kazuhiro Hotta
2025Domain-Incremental Semantic Segmentation for Autonomous Driving Under Adverse Driving Conditions.
Shishir Muralidhara, René Schuster, Didier Stricker
2025Empowering AI Through Frugality.
Amparo Alonso-Betanzos
2025Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger Guidance.
Quang-Huy Che, Duc-Tri Le, Bich-Nga Pham, Duc Khai Lam, Vinh-Tiep Nguyen
2025Euclidean Distance to Convex Polyhedra and Application to Class Representation in Spectral Images.
Antoine Bottenmuller, Florent Magaud, Arnaud Demortière, Etienne Decencière, Petr Dokládal
2025Evaluating LIME and SHAP in Explaining Malnutrition Classification in Children Under Five.
Nuru Nabuuso
2025Exploring Communication in Multi-Agent Reinforcement Learning Under Agent Malfunction.
Rafael Pina, Varuna De Silva
2025Extracting and Modeling Tabular Data from Marine Geology Publications into a Heterogeneous Information Network.
Muhammad Asif Suryani, Ewa Burwicz-Galerne, Brigitte Mathiak, Klaus Wallmann, Matthias Renz
2025FFAD: Fixed-Position Few-Shot Anomaly Detection for Wire Harness Utilizing Vision-Language Models.
Powei Liao, Pei-Chun Chien, Hiroki Tsukida, Yoichi Kato, Jun Ohya
2025FlowAct: A Proactive Multimodal Human-Robot Interaction System with Continuous Flow of Perception and Modular Action Sub-Systems.
Timothée Dhaussy, Bassam Jabaian, Fabrice Lefèvre
2025Game State and Spatio-Temporal Action Detection in Soccer Using Graph Neural Networks and 3D Convolutional Networks.
Jérémie Ochin, Guillaume Devineau, Bogdan Stanciulescu, Sotiris Manitsaris
2025HI²: Sparse-View 3D Object Reconstruction with a Hybrid Implicit Initialization.
Pragati Jaiswal, Didier Stricker
2025Hyperspectral Image Compression Using Implicit Neural Representation and Meta-Learned Based Network.
Faisal Z. Qureshi, Shima Rezasoltani
2025Improving Classification in Skin Lesion Analysis Through Segmentation.
Mirco Gallazzi, Anwar Ur Rehman, Silvia Corchs, Ignazio Gallo
2025Improving Enjoyment of Cultural Heritage Through Recommender Systems, Virtual Tour, and Digital Storytelling.
Mario Casillo, Francesco Colace, Angelo Lorusso, Domenico Santaniello, Carmine Valentino
2025Improving Floating Wind Turbine Stability with Evolutionary Computation for TMD Optimization.
Thayza Melo, Luciana Faletti Almeida, Juan G. Lazo Lazo
2025LAST: Utilizing Synthetic Image Style Transfer to Tackle Domain Shift in Aerial Image Segmentation.
Yubo Wang, Ruijia Wen, Hiroyuki Ishii, Jun Ohya
2025Language-Aware and Language-Agnostic Multilingual Speech Recognition with a Single Model.
Karol Nowakowski, Michal Ptaszynski
2025Learning Compatible Representations.
Alberto Del Bimbo, Niccolò Biondi, Simone Ricci, Federico Pernici
2025Lifelong Learning Needs Sleep: Few-Shot Incremental Learning Enhanced by Sleep.
Yuma Kishimoto, Koichiro Yamauchi
2025LostPaw: Finding Lost Pets Using a Contrastive Learning-Based Transformer with Visual Input.
Andrei Voinea, Robin Kock, Maruf A. Dhali
2025Machine Learning-Driven Classification of Polyethylene (HDPE, LDPE) via Raman Spectroscopy.
Evangelos Stergiou, Fotios K. Konstantinidis, C. Stefani, George Arvanitakis, Georgios Tsimiklis, Angelos Amditis
2025Morphing Between Monotonic Spinner Planar Curves Through Radial-Sign Descriptors.
Emna Ghorbel, Faouzi Ghorbel
2025Multi-View Skeleton Analysis for Human Action Segmentation Tasks.
Laura Romeo, Cosimo Patruno, Grazia Cicirelli, Tiziana D'Orazio
2025Multilabel Classification of Otoscopy Images in Deep Learning for Detailed Assessment of Eardrum Condition.
Antoine Perry, Ilaria Renna, Florence Rossant, Nicolas Wallaert
2025Multiple Importance Sampling for Stochastic Gradient Estimation.
Corentin Salaün, Xingchang Huang, Iliyan Georgiev, Niloy J. Mitra, Gurprit Singh
2025Non Contact Stress Assessment Based on Deep Tabular Method.
Urmila, Avantika Singh
2025Object-Centric 2D Gaussian Splatting: Background Removal and Occlusion-Aware Pruning for Compact Object Models.
Marcel Rogge, Didier Stricker
2025Occlusion Detection for Face Image Quality Assessment.
Jacob Carnap, Alexander Kurz, Olaf Henniger, Arjan Kuijper
2025Oil Spill Segmentation Using Deep Encoder-Decoder Models.
Abhishek Ramanathapura Satyanarayana, Maruf A. Dhali
2025Online Importance Sampling for Stochastic Gradient Optimization.
Corentin Salaün, Xingchang Huang, Iliyan Georgiev, Niloy J. Mitra, Gurprit Singh
2025Orientation of a Multicopter in Space Based on Recognition of Images of the Earth's Surface.
Ramin Rzayev, Azer Kerimov, Vagif Aliyev
2025Partition Tree Ensembles for Improving Multi-Class Classification.
Miran Özdogan, Alan Jeffares, Sean B. Holden
2025Poly-MgNet: Polynomial Building Blocks in Multigrid-Inspired ResNets.
Antonia van Betteray, Matthias Rottmann, Karsten Kahl
2025Pre-Training Deep Q-Networks Eliminates the Need for Target Networks: An Empirical Study.
Alexander Lindström, Arunselvan Ramaswamy, Karl-Johan Grinnemo
2025Predicting Photovoltaic Power Output Using LSTM: A Comparative Study Using both Historical and Climate Data.
Fereshteh Jafari, Joseph Moerschell, Kaspar Riesen
2025Principal Direction 2-Gaussian Fit.
Nicola Greggio, Alexandre Bernardino
2025Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2025, Porto, Portugal, February 23-25, 2025.
Modesto Castrillón Santana, Maria De Marsico, Ana Fred
2025Reconstruction of 3D Brain Structures from Clinical 2D MRI Data.
Rui Shi, Tsukasa Koike, Tetsuro Sekine, Akio Morita, Tetsuya Sakai
2025Rethinking Model Selection Beyond ImageNet Accuracy for Waste Classification.
Nermeen Abou Baker, Uwe Handmann
2025Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach.
Alireza Ghaffari, Sharareh Younesian, Boxing Chen, Vahid Partovi Nia, Masoud Asgharian
2025SMVLift: Lifting Semantic Segmentation to 3D on XR Devices.
Marcus Valtonen Örnhag, Püren Güler, Anastasia Grebenyuk, Hiba H. Alqaysi, Tobias Widmark
2025SSS: Similarity-Based Scheduled Sampling for Video Prediction.
Ryosuke Hata, Yoshihisa Shinozawa
2025Self-Supervised Transformers for Long-Term Prediction of Landsat NDVI Time Series.
Ido Faran, Nathan S. Netanyahu, Elena Roitberg, Maxim Shoshany
2025Silhouette Segmentation for Near-Fall Detection Through Analysis of Human Movements in Surveillance Videos.
Imane Bouraoui, Jean Meunier
2025Single Hyperspectral Image Super-Resolution Utilizing Implicit Neural Representations.
Bohdan Perederei, Faisal Z. Qureshi
2025Speaker Verification Enhancement via Speaking Rate Dynamics in Persian Speechprints.
Nina Hosseini-Kivanani, Homa Asadi, Christoph Schommer
2025Stance Detection in Twitter Conversations Using Reply Support Classification.
Parul Khandelwal, Preety Singh, Rajbir Kaur, Roshni Chakraborty
2025StylePuncher: Encoding a Hidden QR Code into Images.
Farhad Shadmand, Luiz Schirmer, Nuno Gonçalves
2025Surface Tracking in Coherence Scanning Interferometry by B-Spline Model and Teager-Kaiser Operator.
Fabien Salzenstein, Hassan Mortada, Vincent Mazet, Manuel Flury
2025Temporal Pattern Analysis of Baggage Impact on Flight Operations.
Necip Gözüaçik, Adem Tekinbas, Engin Sag, Onur Adiguzel, Sibel Malkos
2025The Challenge of Computing Responsible AI.
Thomas B. Moeslund
2025TokenOCR: An Attention Based Foundational Model for Intelligent Optical Character Recognition.
Charith Gunasekara, Zachary Hamel, Feng Du, Connor Baillie
2025Toward Optimized Predictive Maintenance for Vehicle Systems: Deep Learning-Based Anomaly Detection Using CAN Traffic.
Bournane Abbache, Mawloud Omar, Siham Bouchelaghem
2025Towards Improving Translation Ability of Large Language Models on Low Resource Languages.
Amulya Ratna Dash, Yashvardhan Sharma
2025Towards Secure Biometric Solutions: Enhancing Facial Recognition While Protecting User Data.
Jose Silva, Aniana Cruz, Bruno Sousa, Nuno Gonçalves
2025Transformer-Based Geometric Deep Learning for Skeleton Sequence Classification: An Improved Approach.
Mohamed Amine Mezghich, Mariem Jendoubi, Yassine Assiani, Slim Mhiri
2025Ultrasonic Large Scenario Model (ULSM): Vector Embedding System for Ultrasonic Echo Wave Characteristics.
Shafait Azam, Mashnunul Huq, Andreas Pech
2025Union and Intersection K-Fold Feature Selection.
Artur J. Ferreira, Mário A. T. Figueiredo
2025Visualizing Medical Coding Practices Using Transformer Models.
Tanner Hobson, Jian Huang
2025Zeroth Order Optimization for Pretraining Language Models.
Nathan Allaire, Mahsa Ghazvini Nejad, Sébastien Le Digabel, Vahid Partovi Nia