This book constitutes the proceedings of the 16th Chinese Conference on Biometric Recognition, CCBR 2022, which took place in Beijing, China, in November 2022.
The 70 papers presented in this volume were carefully reviewed and selected from 115 submissions. The papers cover a wide range of topics such as Fingerprint, Palmprint and Vein Recognition; Face Detection, Recognition and Tracking; Gesture and Action Recognition; Affective Computing and Human-Computer Interface; Speaker and Speech Recognition; Gait, Iris and Other Biometrics; Multi-modal Biometric Recognition and Fusion; Quality Evaluation and Enhancement of Biometric Signals; Animal Biometrics; Trustworthy, Privacy and Personal Data Security; Medical and Other Applications.
Fingerprint, Palmprint and Vein Recognition.- A Finger BiModal Fusion
Algorithm based on Improved DenseNet.- A lightweight segmentation network
based on extraction.- A novel multi-layered minutiae extractor based on OCT
fingerprints.- An overview and forecast of biometric recognition technology
used in forensic science.- Combining Band-Limited OTSDF Filter and
Directional Representation for Palmprint Recognition.- Cross-Dataset Image
Matching Network for Heterogeneous Palmprint Recognition.- DUAL MODE
NEAR-INFRARED SCANNER FOR IMAGING DORSAL HAND VEINS.- Multi-Stream
Convolutional Neural Networks Fusion for Palmprint Recognition.- Multi-view
Finger Vein Recognition using Attention-based MVCNN.- SELECTIVE DETAIL
ENHANCEMENT ALGORITHM FOR FINGER VEIN IMAGES.- SP-FVR: SuperPoint-based
Finger Vein Recognition.- TransFinger: Transformer based Finger Tri-modal
Biometrics.- Face Detection, Recognitionand Tracking.- A Survey of Domain
Generalization-based Face Anti-spoofing.- An Empirical Comparative Analysis
of Africans with Asians using DCNN Facial Biometric Models.- Disentanglement
of Deep Features for Adversarial Face Detection.- Estimation of
Gaze-Following Based on Transformer and the Guiding Offset.- Learning Optimal
Transport Mapping of Joint Distribution for Cross-Scenario Face
Anti-Spooffing.- MLFW: A Database for Face Recognition on Masked
Faces.- Multi-scale object detection algorithm based on adaptive feature
fusion.- Sparsity-Regularized Geometric Mean Metric Learning for
Kinship Verification.- YoloMask: An Enhanced YOLO Model for Detection of Face
Mask Wearing Normality, Irregularity and Spoofing.- Gesture and Action
Recognition.- Adaptive Joint Interdependency Learning for 2D Occluded Hand
Pose Estimation.- Contrastive and Consistent Learning for Unsupervised Human
Parsing.- Dynamic Hand Gesture Authentication Based on Improved
Two-stream CNN.- Efficient Video Understanding-based Random Hand
Gesture Authentication.- Multidimension Joint Networks for Action
Recognition.- Multi-Level Temporal-Guided Graph Convolutional Networks for
Skeleton-Based Action Recognition.- Research on Gesture Recognition of
Surface EMG Based on Machine Learning.- Affective Computing and
Human-Computer Interface.- Adaptive Enhanced Micro-expression Spotting
Network based on Multi-stage Features Extraction.- Augmented Feature
Representation with Parallel Convolution for Cross-domain Facial Expression
Recognition.- Hemispheric Asymmetry Measurement Network for
Emotion Classification.- Human Action Recognition Algorithm of Non-Local
Two-Stream Convolution Network Based on Image Depth Flow.- Synthetic Feature
Generative Adversarial Network for Motor Imagery Classification: Create
Feature from Sampled Data.- Speaker and Speech Recognition.- An End-to-end
Conformer-based Speech Recognition Model for Mandarin Radiotelephony
Communications in Civil Aviation.- ATRemix: An Auto-Tune Remix Dataset for
Singer Recognition.- Low-resource speech keyword search based on residual
neural network.- Online Neural Speaker Diarization with Core
Samples.- Pose-unconstrainted 3D Lip Behaviometrics via Unsupervised Symmetry
Correction.- Virtual Fully-Connected Layer for a Large-Scale Speaker
Verification Dataset.- Gait, Iris and Other Biometrics.- A Simple
Convolutional Neural Network for Small Sample Multi-lingual Offline
Handwritten Signature Recognition.- Attention Skip Connection Dense Network
for Accurate Iris Segmentation.- Gait Recognition with Various Data
Modalities: A Review.- INCREMENTAL EEG BIOMETRIC RECOGNITION BASED ON EEG
RELATION NETWORK.- Salient Foreground-Aware Network for Person Search.- Shoe
print retrieval algorithm based on improved ecientnetV2.- Multi-modal
Biometric Recognition and Fusion.- A novel dual-modal biometric recognition
method based on weighted joint group sparse representation
classification.- FINGER TRIMODAL FEATURES CODING FUSION METHOD.- Fusion of
Gait and Face for Human Identification at the Feature Level.- Gait
Recognition in Sensing Insoles: a study based on a Hybrid CNN-Attention-LSTM
Network.- Identity Authentication Using a Multimodal Sensing Insole
a Feasibility Study.- MDF-Net: Multimodal Deep Fusion for Large-scale Product
Recognition.- Survey on Deep Learning based Fusion Recognition of
Multimodal Biometrics.- Synthesizing Talking Face Videos with a Spatial
Attention Mechanism.- Quality Evaluation and Enhancement of Biometric
Signals.- Blind Perceptual Quality Assessment for Single Image
Motion Deblurring.- Low-illumination Palmprint Image Enhancement Method Based
On U-Net Neural Network.- Texture-guided multiscale feature learning network
for palmprint image quality assessment.- Animal Biometrics.- An Adaptive
Weight Joint Loss Optimization For Dog Face Recognition.- Improved YOLOv5 for
Dense Wildlife Object Detection.- Self-Attention based Cross-level Fusion
Network for Camou aged Object Detection.- Trustyworth, Privacy and Persondal
Data Security.- Face Forgery Detection by Multi-dimensional Image
Decomposition.- IrisGuard: Image Forgery Detection for Iris
Anti-spooffing.- Multi-branch network with circle loss using voice conversion
and channel robust data augmentation for synthetic speech detection.- Spoof
Speech Detection Based on Raw Cross-dimension Interaction Attention
Network.- Medical and Other Applications.- A Deformable Convolution Encoder
with Multi-Scale AttentionFusion Mechanism for Classification of Brain Tumor
MRI Images.- GI Tract Lesion Classification Using Multi-task Capsule Networks
with Hierarchical Convolutional Layers.- Grading Diagnosis of Sacroiliitis in
CT Scans Based on Radiomics and Deep Learning.- Noninvasive blood pressure
waveform measurement method based on CNN-LSTM.- Recurrence Quantification
Analysis of Cardiovascular System During Cardiopulmonary Resuscitation.- UAV
AERIAL PHOTOGRAPHY TRAFFIC OBJECT DETECTION BASED ON LIGHTWEIGHT DESIGN AND
FEATURE FUSION.- UMixer: A novel U-shaped convolutional mixer for multi-scale
feature fusion in Medical Image Segmentation.