Description |
1 online resource |
Series |
Lecture notes in computer science ; 9428 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 9478.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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Contents |
Intro; Preface; Organization; Contents; Face; Adaptive Quotient Image with 3D Generic Elastic Models for Pose and Illumination Invariant Face Recognition; 1 Introduction; 2 Adaptive Quotient Image; 2.1 Quotient Image; 2.2 Adaptive Quotient Image; 3 3D Face Reconstruction by GEM; 4 Face Recognition via Pose-Specific Metric; 4.1 Pose Estimation and Alignment; 4.2 Recognition via Pose-Specific Metric; 5 Experiments and Results; 5.1 Results; 6 Conclusion; References; Low Rank Analysis of Eye Image Sequence -- A Novel Basis for Face Liveness Detection; 1 Introduction; 2 Motivations |
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3 Proposed Method3.1 Sample Noising Model; 3.2 Solutions of the Noising Model; 3.3 Basis for Classification; 3.4 The Proposed Algorithm; 4 Experiments; 5 Conclusion; References; Non-negative Compatible Kernel Construction for Face Recognition; 1 Introduction; 2 Nonnegative Compatible Kernel Construction; 2.1 Symmetric NMF; 2.2 Nonnegative Interpolatory Basis Function Construction; 2.3 Nonnegative Compatible Kernel Construction; 3 Experimental Results; 3.1 Experiments on ORL Database; 3.2 Experiments on Pain Expression Database; 4 Conclusions; References |
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3D Face Recognition Using Local Features Matching on Sphere Depth Representation1 Introduction; 1.1 Related Work; 1.2 Motivation and Approach Overview; 2 Generation of Sphere Depth Image; 3 Local Feature Extraction on Sphere Depth Image; 3.1 Problem in Keypoints Selection; 3.2 Ranking Keypoints in Keypoints Selection; 4 Experiment Analysis; 4.1 Experiment on Ran nking Model; 4.2 Experiment on Pose Change 3D Faces Images; 5 Conclusion; References; Face Recognition Using Local PCA Filters; 1 Introduction; 2 Method; 2.1 Filter Learning; 2.2 Feature Coding; 3 Experiment |
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3.1 Experiment on Feret Database3.2 Experiment on LFW Database; 4 Conclusion; References; Block Statistical Features-based Face Verification on Second Generation Identity Card; 1 Introduction; 2 Face Representation Based on LGBP; 3 The Proposed Algorithm; 3.1 Face Presentation Based on BSF; 3.2 Energy Check on Gabor Filter; 3.3 Face Verification Based on BSF; 4 Experiments; 4.1 Experimental Settings; 4.2 Experiment with NEU-ID Database; 5 Conclusion and Discussion; References; Towards Practical Face Recognition: A Local Binary Pattern Non Frontal Faces Filtering Approach; 1 Introduction |
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2 Overall Design Framework2.1 Face Detection; 2.2 LBP Feature Extraction; 3 Experiment; 3.1 Establish Facial Pose Database; 3.2 Experimental Procedure and Results; 4 Summary and Prospect; References; Metric Learning Based False Positives Filtering for Face Detection; 1 Introduction; 2 Related Work; 3 Proposed Approach; 4 Experiments; 4.1 Implementation Details; 4.2 Experiments on Our Wild Dataset; 4.3 Experiments on FDDB; 5 Conclusion; References; Face Recognition via Compact Fisher Vector; 1 Introduction; 2 Fisher Vector and Related Encoding Strategies; 2.1 Fisher Kernel and Fisher Vector |
Summary |
This book constitutes the refereed proceedings of the 10th Chinese Conference on Biometric Recognition, CCBR 2015, held in Tianjin, China, in November 2015. The 85 revised full papers presented were carefully reviewed and selected from among 120 submissions. The papers focus on face, fingerprint and palmprint, vein biometrics, iris and ocular biometrics, behavioral biometrics, application and system of biometrics, multi-biometrics and information fusion, other biometric recognition and processing |
Notes |
Includes author index |
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English |
Subject |
Biometric identification -- Congresses
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Human face recognition (Computer science)
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Biometric Identification
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Human face recognition (Computer science)
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Biometric identification
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Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Form |
Electronic book
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Author |
Yang, Jinfeng (Computer scientist), editor.
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Yang, Jucheng, editor
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Sun, Zhenan, editor.
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Shan, Shiguang, editor.
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Zheng, Wei-Shi, editor.
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Feng, Jianjiang, editor
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ISBN |
9783319254173 |
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3319254170 |
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