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Wang, Patrick S. P.

Pattern Recognition, Machine Intelligence and Biometrics

Wang, Patrick S. P. - Pattern Recognition, Machine Intelligence and Biometrics, ebook

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ISBN: 9783642224072
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Table of contents

Part I. Pattern Recognition and Machine Intelligence

1. A Review of Applications of Evolutionary Algorithms in Pattern Recognition
Luis Gerardo Fraga, Carlos A. Coello Coello

2. Pattern Discovery and Recognition in Sequences
Andrew K. C. Wong, Dennis Zhuang, Gary C. L. Li, En-Shiun Annie Lee

3. A Hybrid Method of Tone Assessment for Mandarin CALL System
Yang Qu, Xin He, Yue Lu, Patrick S P Wang

4. Fusion with Infrared Images for an Improved Performance and Perception
Zheng Liu, Wei Wu

5. Feature Selection and Ranking for Pattern Classification in Wireless Sensor Networks
Janos Csirik, Horst Bunke

6. Principles and Applications of RIDED-2D —A Robust Edge Detection Method in Range Images
Jian Wang, Zhenqiang Yao, Mingde Yin, Lin Mei, Yaojie Zhu, Quanzhang An, Fangfang Lu

Part II. Computer Vision and Image Processing

7. Lens Shading Correction for Dirt Detection
Chih-Wei Chen, Chiou-Shann Fuh

8. Using Prototype-Based Classification for Automatic Knowledge Acquisition
Petra Perner, Anja Attig

9. Tracking Deformable Objects with Evolving Templates for Real-Time Machine Vision
Elena Sánchez-Nielsen, Mario Hernández-Tejera

10. Human Extremity Detection for Action Recognition
Elden Yu, J. K. Aggarwal

11. Ensemble Learning for Object Recognition and Tracking
Mehrtash Harandi, Javid Taheri, Brian C. Lovell

12. Depth Image Based Rendering
Michael Schmeing, Xiaoyi Jiang

Part III. Face Recognition and Forensics

13. Gender and Race Identification by Man and Machine
Usman Tariq, Yuxiao Hu, Thomas S. Huang

14. Common Vector Based Face Recognition Algorithm
Ying Wen, Yue Lu, Pengfei Shi, Patrick S. P. Wang

15. A Look at Eye Detection for Unconstrained Environments
Brian C. Heflin, Walter J. Scheirer, Anderson Rocha, Terrance E. Boult

16. Kernel Methods for Facial Image Preprocessing
Weishi Zheng, Jianhuang Lai, Xiaohua Xie, Yan Liang, Pong C. Yuen, Yaoxian Zou

17. Fingerprint Identification — Ideas, Influences, and Trends of New Age
Sangita Bharkad, Manesh Kokare

18. Subspaces Versus Submanifolds — A Comparative Study of Face Recognition
Hong Huang

19. Linear and Nonlinear Feature Extraction Approaches for Face Recognition
Wensheng Chen, Pong C. Yuen, Bin Fang, Patrick S. P. Wang

20. Facial Occlusion Reconstruction Using Direct Combined Model
Ching-Ting Tu, Jenn-Jier James Lien

21. Generative Models and Probability Evaluation for Forensic Evidence
Sargur N. Srihari, Chang Su

22. Feature Mining and Pattern Recognition in Multimedia Forensics—Detection of JPEG Image Based Steganography, Double-Compression, Interpolation and WAV Audio Based Steganography
Qingzhong Liu, Andrew H. Sung, Mengyu Qiao, Bernardete Ribeiro, Zhongxue Chen

Part IV. Biometric Authentication

23. Biometric Authentication
Jiunn-Liang Lin, Ho-Ling Hsu, Tai-Lang Jong, Wen-Hsing Hsu

24. Radical-Based Hybrid Statistical-Structural Approach for Online Handwritten Chinese Character Recognition
Chenglin Liu, Longlong Ma

25. Current Trends in Multimodal Biometric System—Rank Level Fusion
Marina L. Gavrilova, Md. Maruf Monwar

26. Off-line Signature Verification by Matching with a 3D Reference Knowledge Image — From Research to Actual Application
Maan Ammar

27. Unified Entropy Theory and Maximum Discrimination on Pattern Recognition
Xiaoqing Ding

28. Fundamentals of Biometrics —Hand Written Signature and Iris
K R Radhika, S V Sheela

29. Recent Trends in Iris Recognition
Lenina Birgale, Manesh Kokare

30. Using Multisets of Features and Interactive Feature Selection to Get Best Qualitative Performance for Automatic Signature Verification
Maan Ammar

31. Fourier Transform in Numeral Recognition and Signature Verification
Giovanni Dimauro

Keywords: Computer Science, Pattern Recognition, Biometrics, Signal, Image and Speech Processing, Artificial Intelligence (incl. Robotics)

Author(s)
Publisher
Springer
Publication year
2011
Language
en
Edition
1
Page amount
905 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783642224072

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