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Full Description
LNCS 16360 constitutes the proceedings of the 19th Chinese Conference on Biometric Recognition, CCBR 2025, held in Nanchang, China, during November 21-23, 2025.
The 62 full papers presented here were carefully reviewed and selected from 90 submissions. They were organized in the following topical sections: Fingerprint, Palmprint and Vein Recognition; Human-Centric AIGC (Face Synthesis, Speech Synthesis, Gesture Generation, Human Motion Generation, etc.); Gait, Footprint; Face Related; Emotional, Psychological, Physiological, and Health Intelligence Perception and Computing; Biometrics in Mobile Terminals, Healthcare, Banking, Internet of Things, Self-Driving,
Intelligent Robots, etc; Anti-spoofing, Presentation Attack Detection; Human-Related Understanding; Basic Theory of Biometric Recognition; Gesture, Action; Individual Characterization and Human-Computer Interaction; Adversarial Attack and Proactive Defense; Adversarial Attack and Proactive Defense; Template Protection and Cryptosystems; Datasets, Evaluation, Benchmarking, Performance Modelling and Prediction; Others.
Contents
.- Fingerprint, Palmprint and Vein Recognition.
.- EC-PVGAN : Affine-Equivariant Generative Adversarial Data Augmentation for Palm-Vein Identification.
.- A cloud-edge-end federated learning secret sharing scheme for finger vein recognition system.
.- Toward Abandoning Tedious ROI Alignment for Unconstrained Palmprint Recognition.
.- Contact-to-Contactless Fingerprint Generation with Content Consistency.
.- UMR-Net: Unified Multimodal Representation Network for Multimodal Biometric Recognition with Missing Modality.
.- Enhanced Contactless Palmprint Backdoor Attack with Invisible Sample-Specific Triggers.
.- Progressive Adversarial Learning for Multi-Modality Biometric Recognition with Missing Modality.
.- Learning Without Borders: A Domain-Adapted and Federated Approach to Palmprint Recognition.
.- Cross-Domain Palmprint Cryptosystems via Image Alignment and Neural Error Correction.
.- TSCAN: Teacher-Student Co-Learning Adaptive Network for Cross-Device Palmprint Recognition.
.- Internal Fingerprint Imaging System Based On Full Field Optical Coherence Tomography.
.- AReview on Palmprint Image-level Attacks.
.- Topographic Feature-Based Vein Biometric Recognition.
.- RSANet Multi-level Fusion Dual-modal Recognition Network.
.- Dynamic Selective Distillation Network Based on Quality-Aware Fusion for Multimodal Biometric Recognition LACE: LearnableAdaptive Cross-Entropy Loss for vein recognition
.- Human-Centric AIGC (Face Synthesis, Speech Synthesis, Gesture Generation, Human Motion Generation, etc.).
.- EmoPrompt+: Emotional Image Content Generation via Emotion-Driven Prompting and Multi-Level Emotional Guidance in Stable Diffusion.
.- Online Emotion-Driven Generation of Multiple Appropriate Facial Reactions.
.- HairEditor: Diffusion-Guided Supervision for StyleGAN-Based Hair Editing in Real-World Portraits.
.- Conservation-informed Neural Network for Human Motion Prediction.
.- High-Low Feature Fusion Generative Adversarial Network for the Inpainting of Irregularly Occluded Iris Images.
.- FP-Director: Direction-Guided Latent Code Refinement for Facial-Preference Alignment in Text-to-Image Diffusion.
.- Hand Motion Retargeting Based on GraphAttention Residual Perception.
.- Gait, Footprint.
.- SMEGNet:ALightweight MLP-EnhancedArchitecture for Cross-View Gait Recognition.
.- Revisiting Euclidean Triplet Loss for Gait Recognition.
.- Action-agnostic Pose-based Gait Recognition.
.- DeepSNNGait:ASpiking Neural Network Framework for Robust Gait Recognition.
.- HealthGait-Uni: Health Assessment by Human Body Appearance and Motion from
Videos.
.- Face Related.
.- DRAge: Dynamic Routing Mixture of Experts for Facial Age Estimation.
.- PGS-Net: Personalized Graph Structure Network with Self-Supervised Learning for Micro-Expression Recognition.
.- Cross-Paradigm Facial Expression Recognition based Emotional Category-Feature Prototypes.
.- Attribute-Driven Identity Disentanglement for Fine-Grained Face Anonymization.
.- Emotional, Psychological, Physiological, and Health Intelligence Perception and Computing.
.- AU-LLM: Micro-ExpressionAction Unit Detection via Enhanced LLM-Based Feature Fusion.
.- TwoM:An EEG depression identification model via spatiotemporal filtering.
.- Learning to Decompose and Fuse A Hybrid Approach for Noise-Robust Remote Photoplethysmography.
.- Automatic Sleep Stage Classification with Hypergraph Neural Networks Using Spatial-Temporal Features.
.- Biometrics in Mobile Terminals, Healthcare, Banking, Internet of Things, Self-Driving, Intelligent Robots, etc.
.- Research on DNA storage encoding methods and evaluation standard system
.- MSPD-SAM: A Prompt-Free Framework for Cardiac Segmentation using Multi-Scale Adapters and Parallel Decoding.
.- MGONet:An Optimized Segmentation Network for Esophageal Cancerous Lesions.
.- Automatic Assessment of Facial Paralysis Severity from 3D Point Clouds.
.- AM-UNet:Attention Mamba U-Net for Medical Image Segmentation.
.- Multi-scale Channel Attention Vision LSTM Network for Optic Cup and Optic Disc Segmentation.
.- Anti-spoofing, Presentation Attack Detection.
.- Deep Learning-Based Approaches for Iris Image Spoofing Prevention and Tamper Detection.
.- Fingerprint Liveness Detection Based on EfficientNet andAdversarial attacks.
.- Bridging Synthetic and Real Domains for Face Presentation Attack Detection via Entropy-Regularized Alignment.
.- Adapting Vision Transformer with Dual Stream Token Difference for Mobile Face Anti-Spoofing.
.- Domain Generalization in Face Anti-Spoofing based on Vision-Language Semantic Awareness.
.- Human-Related Understanding.
.- Distribution-discriminative and Modality-aware Test-time Cross-domain Adaptation for Text-based Person Search.
.- MFNet: Mamba-Driven Feature Fusion for Human Parsing.
.- Automatic Visual-Language Aligning Network for Visible-Infrared Person Re-Identification.
.- Temporally-Aware Multi-task Representation Learning for Compositional Action Recognition.
.- CGDRF-YOLO:Alightweight and efficient UAV-based pedestrian detection algorithm.
.- Region-level Cross-modal Matching Framework for Text-based Geo-localization.
.- Basic Theory of Biometric Recognition.
.- Exponential Non-negative Matrix Factorization for Image Data Representation.
.- Orthogonal-Bidirectional Pose Anchoring Model for Micro-Expression Recognition.
.- Gesture, Action.
.- A Unified Transformer with a Parametric Activation Function for Robust Gesture Recognition across Sparse and Dense EMG Signals.
.- Multimodal Higher-Order Statistical Adapter For Video Action Recognition.
.- Individual Characterization and Human-Computer Interaction.
.- Context- and Visibility-Aware Part Learning for Aerial-Ground Person Re-Identification.
.- Adversarial Attack and Proactive Defense.
.- Adversarial Prompt Increment for Robust Vision-Language Models.
.- Template Protection and Cryptosystems.
.- A highly secure biometric template protection method based on Householder matrices and Absolute Value Equation Transform.
.- Datasets, Evaluation, Benchmarking, Performance Modelling and Prediction.
.- Study on the Construction of a Biometric Database of Parasites in Cattle and Sheep.
.- Others.
.- Disentangled Representation Learning for Single-Domain Generalization in PPG Biometric Recognition.
