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Biometric recognition : 16th Chinese conference, CCBR 2022, Beijing, China, November 11-13, 2022, proceedings / / Weihong Deng [and seven others]
| Biometric recognition : 16th Chinese conference, CCBR 2022, Beijing, China, November 11-13, 2022, proceedings / / Weihong Deng [and seven others] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (711 pages) |
| Disciplina | 006.4 |
| Collana | Lecture notes in computer science |
| Soggetto topico | Biometric identification |
| ISBN | 3-031-20233-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Fingerprint, Palmprint and Vein Recognition -- A Finger Bimodal Fusion Algorithm Based on Improved Densenet -- 1 Introduction -- 2 Research Backgrounds -- 2.1 Multimodal Fusion Strategy -- 2.2 DenseNet161 -- 3 Methodology -- 3.1 Overview -- 3.2 SENET -- 3.3 Loss Function -- 4 Experimental Results -- 4.1 Datasets -- 4.2 Experimental Results -- 5 Conclusion -- References -- A Lightweight Segmentation Network Based on Extraction -- 1 Introduction -- 2 Method -- 2.1 TRUnet Network -- 2.2 Building the Lightformer Mechanism -- 2.3 Building the Global-Lightweight Module -- 3 Experiment and Analysis -- 3.1 Data Pre-processing -- 3.2 Experimental Environment -- 3.3 Network Performance Evaluation Index -- 3.4 Network Experiment Comparison -- 3.5 Model Visualization -- 4 Conclusion -- References -- A Novel Multi-layered Minutiae Extractor Based on OCT Fingerprints -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 The Network Architecture -- 3.2 Loss Definition -- 4 Experiments -- 4.1 Dataset and Training Protocol -- 4.2 Effectiveness of SECFMENet -- 4.3 Comparisons -- 5 Conclusion and Future Work -- References -- An Overview and Forecast of Biometric Recognition Technology Used in Forensic Science -- 1 Introduction -- 2 Traces for Biometric Recognition that Are Left at a Crime Scene, Such as Fingerprints -- 3 DNA Sequence Information of Hereditary Materials, Such as the STR Locus -- 4 Biological Characteristics Relying on Machine Recognition, Such as Portraits and Voiceprints -- 5 New Biometric Recognition Technology Such as Gait and Long-Distance Iris Recognition -- 6 Summary and Prospects for Biometric Recognition Technology in Forensic Analysis -- References -- Combining Band-Limited OTSDF Filter and Directional Representation for Palmprint Recognition -- 1 Introduction.
2 Brief Review of BLPOC -- 3 The Proposed BLOTSDF Filter -- 4 Combining BLOTSDF and DR for Palmprint Recognition -- 5 Experiments -- 5.1 Databases and Experimental Environment -- 5.2 Performance Evaluation on PolyU II Database -- 5.3 Performance Evaluation on PolyU MB Database -- 6 Conclusions -- References -- Cross-dataset Image Matching Network for Heterogeneous Palmprint Recognition -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Style Alignment -- 3.2 Global Reasoning -- 4 Experiments -- 4.1 Dataset -- 4.2 Implementation Details -- 4.3 Experiment Results -- 4.4 Compare with Other Palmprint Recognition Methods -- 5 Conclusion -- References -- Dual Mode Near-Infrared Scanner for Imaging Dorsal Hand Veins -- 1 Introduction -- 2 The Related Work -- 3 Design Scheme of MultiVein -- 3.1 Architecture and Actual Hardware Design of MultiVein -- 3.2 The Driving Design of the Backlight LED Array -- 4 Experiments and Image Quality Assessment -- 4.1 Image Acquisition Experiments -- 4.2 Qualitative Evaluation of Image Quality -- 4.3 Quantitative Evaluation of Image Quality -- 5 Conclusions -- References -- Multi-stream Convolutional Neural Networks Fusion for Palmprint Recognition -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Multi-stream CNNs Fusion Framework -- 3.2 Three-Stream CNNs Fusion for Palmprint Recognition -- 4 Experiments -- 4.1 Palmprint Databases and Experimental Configuration -- 4.2 Experiments of Different Values of p in MFRAT -- 4.3 Experimental Results on Five Databases -- 5 Conclusions -- References -- Multi-view Finger Vein Recognition Using Attention-Based MVCNN -- 1 Introduction -- 2 Proposed Method -- 2.1 Multi-view Imaging Approaches -- 2.2 Multi-view Recognition Network -- 3 Experiments -- 3.1 Experimental Settings -- 3.2 Single-view Recognition Experiments -- 3.3 Multi-view Recognition Comparison Experiments. 4 Conclusion -- References -- Selective Detail Enhancement Algorithm for Finger Vein Images -- 1 Introduction -- 2 Relevant Work -- 2.1 Guided Filtering -- 2.2 Weighted Guided Filtering -- 3 Selective Detail Enhancement Algorithm for Finger Vein Images -- 3.1 Weighted Guided Filtering Improved by Gradient Operator -- 3.2 Selective Detail Enhancement -- 4 Experimental Results and Analysis -- 4.1 Experimental Environment -- 4.2 Analysis of Venous Enhancement Effect -- 4.3 Comparison Experiment of Recognition Rate -- 5 Conclusion -- References -- SP-FVR: SuperPoint-Based Finger Vein Recognition -- 1 Introduction -- 2 Proposed Method -- 2.1 Pre-processing -- 2.2 Keypoint Extraction and Description -- 2.3 Matching -- 3 Experimental Results -- 3.1 Experimental Databases -- 3.2 Evaluation Protocols -- 3.3 Performance Analysis -- 3.4 Comparison with State-of-the-Art Keypoint-Based Methods -- 4 Conclusion and Discussion -- References -- TransFinger: Transformer Based Finger Tri-modal Biometrics -- 1 Introduction -- 2 Related Work -- 2.1 Finger Unimodal Biometrics -- 2.2 Finger Multi-modal Biometrics -- 3 Transformer Based Fusion and Recognition Framework -- 3.1 Transformer Attention -- 3.2 TransFusion -- 4 Simulation Results -- 5 Conclusion -- References -- Face Detection, Recognition and Tracking -- A Survey of Domain Generalization-Based Face Anti-spoofing -- 1 Introduction -- 2 Methodologies -- 2.1 Domain Alignment-Based Methods -- 2.2 Meta-Learning-Based Methods -- 2.3 Disentangled Representation Learning-Based Methods -- 2.4 Others -- 3 Datasets and Evaluation -- 4 Future Research Directions -- 5 Conclusion -- References -- An Empirical Comparative Analysis of Africans with Asians Using DCNN Facial Biometric Models -- 1 Introduction -- 2 Related Work -- 2.1 Racial Bias Studies -- 2.2 DCNN Models -- 3 The Study. 3.1 Database Generation and Pre-processing -- 3.2 The Models -- 3.3 Dataset Visualisation -- 3.4 Face Detection Results -- 4 Conclusion -- References -- Disentanglement of Deep Features for Adversarial Face Detection -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Supervised Feature Disentanglement -- 3.2 Detection on Predictive Inconsistency -- 4 Performance Evaluations -- 4.1 Experimental Settings -- 4.2 Adversarial Example Detection -- 4.3 Face Forgery Detection -- 5 Conclusion -- References -- Estimation of Gaze-Following Based on Transformer and the Guiding Offset -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Gaze Pathway -- 3.2 Gaze Field -- 3.3 Heatmap Pathway -- 3.4 Training -- 4 Experiments -- 4.1 Dataset and Evaluation Metric -- 4.2 Performance -- 4.3 Ablation Study -- 4.4 Analysis -- 5 Conclusion -- References -- Learning Optimal Transport Mapping of Joint Distribution for Cross-scenario Face Anti-spoofing -- 1 Introduction -- 2 Related Works -- 3 Proposed Method -- 3.1 Discrete Optimal Transport with Entropy Regularization -- 3.2 Learning Optimal Transport of Joint Distributions for FAS -- 4 Experimental Results -- 4.1 Databases -- 4.2 Experimental Setting -- 4.3 Experimental Results -- 5 Conclusion -- References -- MLFW: A Database for Face Recognition on Masked Faces -- 1 Introduction -- 2 Mask Tool -- 2.1 Main Procedure -- 2.2 Generation Variety -- 3 MLFW Database -- 4 Baseline -- 5 Conclusion -- References -- Multi-scale Object Detection Algorithm Based on Adaptive Feature Fusion -- 1 Introduction -- 2 Related Works -- 3 Proposed Method -- 3.1 Network Framework -- 3.2 PIFM Framework -- 3.3 FREM Framework -- 4 Experiment -- 4.1 Experimental Results -- 4.2 Experimental Results -- 4.3 Ablation Experiment -- 5 Conclusion -- References. Sparsity-Regularized Geometric Mean Metric Learning for Kinship Verification -- 1 Introduction -- 2 Proposed Method -- 2.1 Notations -- 2.2 GMML -- 2.3 Sparsity Regularization -- 2.4 SGMML -- 3 Experiments -- 3.1 Datasets and Settings -- 3.2 Results and Analysis -- 4 Conclusion -- References -- YoloMask: An Enhanced YOLO Model for Detection of Face Mask Wearing Normality, Irregularity and Spoofing -- 1 Introduction -- 2 Methodology -- 2.1 Network Structure -- 2.2 Loss Function -- 3 Experiments and Analysis -- 3.1 Dataset and Setup -- 3.2 Performance Evaluation -- 4 Summary -- References -- Gesture and Action Recognition -- Adaptive Joint Interdependency Learning for 2D Occluded Hand Pose Estimation -- 1 Introduction -- 2 Occluded Hand Pose Estimation Network -- 2.1 Overview of the Occluded Hand Pose Estimation Network -- 2.2 Hand-limb Masks Learning Sub-network -- 2.3 Adaptive Joint Interdependency Learning Sub-network -- 2.4 Loss Function -- 3 Experiment -- 3.1 Dataset Settings -- 3.2 Estimation Results -- 4 Conclusion -- References -- Contrastive and Consistent Learning for Unsupervised Human Parsing -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Overall Framework -- 3.2 Part Contrastive Module -- 3.3 Pixel Consistent Module -- 3.4 Pseudo Code of C2L -- 4 Experiments -- 4.1 Datasets and Evaluation Metrics -- 4.2 Implementation Details and Baseline -- 4.3 Ablation Study -- 4.4 Comparison on Unsupervised Human Parsing -- 5 Conclusion -- References -- Dynamic Hand Gesture Authentication Based on Improved Two-Stream CNN -- 1 Introduction -- 2 The Proposed Method -- 2.1 Analyses of the Two Stream CNN-Based DHG Authentication Method -- 2.2 Improved Two-Stream CNN -- 2.3 Two-Stream Information Fusion -- 3 Experiments -- 3.1 Dataset and Settings -- 3.2 Implementation Details -- 3.3 Performance of the Two Single Streams. 3.4 Impact of Local Feature Number. |
| Record Nr. | UNISA-996500066503316 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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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
| 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 |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (711 pages) |
| Disciplina |
006.4
006.248 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
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 |
| ISBN |
9783031202339
3031202333 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Record Nr. | UNINA-9910629277303321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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