Computer Analysis of Images and Patterns -

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Biographie:
Seeing through Wearables: A Comprehensive Face Recognition Dataset from Body Worn Cameras.- SMSCI: Simultaneous Modeling of Social and Contextual Interactions for Multi Pedestrian Trajectory Prediction.- SPL-BEV: Soccer Player Localization and Birds-Eye-View Estimation.- CANpose: A Cross-Attention Framework for Human Pose Recognition.- RTFVE: Realtime Face Video Enhancement.- Image Segmentation.- Walk the Lines 2: Contour Tracking for Detailed Segmentation of Infrared Ships and Other Objects.- Dirichlet Process Mixture Model and Markov Random Field for PolSAR Image Segmentation.- Semantic Segmentation for Coastal Monitoring: Region Extraction and Overtopping Detection.- A Deep-Learning-Based Method for Real-Time Barcode Segmentation on Edge CPUs.- Edge-Aware Camouflaged Object Detection.- DVS-StereoInsect: An Event-based Stereo Dataset for Foreground-Background Insect Segmentation.- ColorEM-Net: Automated Segmentation of Structures in Large-Scale Electron Microscopy Using Element-Derived Ground Truth.- Object Detection and Applications.- LTBoost: Boosting Recall Uniformity in Long-Tailed Learning for Camera Trap Datasets.- Enhancing Agricultural Disease Diagnosis: YOLO-Based Detection of Root Rot in Beans.- Vision on the Move: Automated Hazardous Material Plate Detection in Freight Transport.- VIGIA-E: Density-Aware Patch Selection for Edge-Based Small Object Detection with PTZ Cameras.- Exploring Open-Vocabulary Models for Category-Free Detection.- Synthetic Data for Robust Runway Detection.- Identification of Buriti (Mauritia flexuosa) and Palmito Ju¸...

Sommaire:
The volume set LNCS 15621-15622 constitutes the refereed proceedings of the 21st International Conference on Computer Analysis of Images and Patterns, CAIP 2025, which took place in Las Palmas de Gran Canaria, Spain, during September 22-25, 2025. The 65 full papers were carefully reviewed and selected from 109 submissions. The proceedings focus on Facial and Video Recognition, Image Segmentation, Object Detection and Applications, 3D Vision and Reconstruction, Biomedical Imaging and Diagnostics, Model Robustness and Generalization, Multimodal and Vision-Language Models, Robotics, Interaction and Intelligent Systems, Emerging Methods and Vision Applications....