Biometric Recognition : 16th Chinese Conference, CCBR 2022, Beijing, China, November 11–13, 2022, Proceedings / edited by Weihong Deng, Jianjiang Feng, Di Huang, Meina Kan, Zhenan Sun, Fang Zheng, Wenfeng Wang, Zhaofeng He.

Format:

Book

Contributor:

Deng, Weihong, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13628

Language:

English

Subjects (All):

Biometric identification.

Artificial intelligence.

Computer vision.

Computer engineering.

Computer networks.

Pattern recognition systems.

Biometrics.

Artificial Intelligence.

Computer Vision.

Computer Engineering and Networks.

Automated Pattern Recognition.

Computer Communication Networks.

Local Subjects:

Biometrics.

Artificial Intelligence.

Computer Vision.

Computer Engineering and Networks.

Automated Pattern Recognition.

Computer Communication Networks.

Physical Description:

1 online resource (711 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2022.

Summary:

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.

Contents:

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.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Deng, Weihong Biometric Recognition

ISBN:

9783031202339

3031202333

OCLC:

1551395884