27 Unified Entropy Theory and Maximum Discrimination on Pattern Recognition

Pattern Recognition, Machine Intelligenc 作者：Patrick S.P. Wang　　 ISBN：978-7-04-033139-4　出版时间：2011-07-29

内封

版权

目录

前辅文

Part I: Pattern Recognition and Machine Intelligence

1 A Review of Applications of Evolutionary Algorithms in Pattern Recognition

2 Pattern Discovery and Recognition in Sequences

3 A Hybrid Method of Tone Assessment for Mandarin CALL System

4 Fusion with Infrared Images for an Improved Performance and Perception

5 Feature Selection and Ranking for Pattern Classification in Wireless Sensor Networks

6 Principles and Applications of RIDED-2D-A Robust Edge Detection Method in Range Images

Part II: Computer Vision and Image Processing

7 Lens Shading Correction for Dirt Detection

8 Using Prototype-Based Classification for Automatic Knowledge Acquisition

9 Tracking Deformable Objects with Evolving Templates for Real-Time Machine Vision

10 Human Extremity Detection for Action Recognition

11 Ensemble Learning for Object Recognition and Tracking

12 Depth Image Based Rendering

Part III: Face Recognition and Forensics

13 Gender and Race Identification by Man and Machine

14 Common Vector Based Face Recognition Algorithm

15 A Look at Eye Detection for Unconstrained Environments

16 Kernel Methods for Facial Image Preprocessing

17 Fingerprint Identification-Ideas, Influences, and Trends of New Age

18 Subspaces Versus Submanifolds-A Comparative Study of Face Recognition

19 Linear and Nonlinear Feature Extraction Approaches for Face Recognition

20 Facial Occlusion Reconstruction Using Direct Combined Model

21 Generative Models and Probability Evaluation for Forensic Evidence

22 Feature Mining and Pattern Recognition in Multimedia Forensics-Detection of JPEG Image Based Steganography, Double-Compression, Interpolations and WAV Audio Based Steganography

23 Biometric Authentication

24 Radical-Based Hybrid Statistical-Structural Approach for Online Handwritten Chinese Character Recognition

25 Current Trends in Multimodal Biometric System—Rank Level Fusion

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

27 Unified Entropy Theory and Maximum Discrimination on Pattern Recognition

28 Fundamentals of Biometrics—Hand Written Signature and Iris

29 Recent Trends in Iris Recognition

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

31 Fourier Transform in Numeral Recognition and Signature Verification

Index
- 27.1 Introduction
- 27.2 Unified Entropy Theory in Pattern Recognition
- 27.3 Mutual-Information—Discriminate Entropy in Pattern Recognition
- 27.4 Mutual Information Discrimination Analysis in Pattern Recognition
- 27.5 Maximum MI principle
- 27.6 Maximum MI Discriminate SubSpace Recognition in Handwritten Chinese Character Recognition
- 27.7 Conclusion
- References

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