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Pattern Recognition, Machine Intelligence and Biometrics / edited by Patrick S. P. Wang
Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: SpringerLink BücherVerlag: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011Beschreibung: Online-Ressource (800p. 100 illus., 10 illus. in color, digital)ISBN:- 9783642224072
- 006.4
- 006.42
- 006.4/2 006.42
- Q337.5 TK7882.P3
- TA1650 P377 2011
Inhalte:
Zusammenfassung: Patrick S. P. WangZusammenfassung: "Pattern Recognition, Machine Intelligence and Biometrics" covers the most recent developments in Pattern Recognition and its applications, using artificial intelligence technologies within an increasingly critical field. It covers topics such as: image analysis and fingerprint recognition; facial expressions and emotions; handwriting and signatures; iris recognition; hand-palm gestures; and multimodal based research. The applications span many fields, from engineering, scientific studies and experiments, to biomedical and diagnostic applications, to personal identification and homelPPN: PPN: 1651325340Package identifier: Produktsigel: ZDB-2-SCS
Title Page; Copyright Page; Patrick S.P. Wang's Brief Vitae; In Honor and Memory of Late Professor King-Sun Fu; Foreword By J.K. Aggarwal; Foreword By Brian C. Lovell; Foreword By Sargur N. Srihari; Preface; Table of Contents; Part I: Pattern Recognition and Machine Intelligence; 1 A Review of Applications of Evolutionary Algorithms in Pattern Recognition; 1.1 Introduction; 1.2 Basic Notions of Evolutionary Algorithms; 1.2.1 Example 1: Clustering; 1.2.2 Example 2: Robust Ellipse Fitting; 1.3 A Review of EAs in Pattern Recognition; 1.3.1 Segmentation; 1.3.2 Feature Selection
1.3.3 Classification and Clustering1.4 Future Research Directions; 1.5 Conclusions; Acknowledgements; References; 2 Pattern Discovery and Recognition in Sequences; 2.1 Introduction; 2.2 Sequence Patterns and Pattern Discovery-A Brief Review; 2.2.1 Introduction to Input Sequences and Simple Counting Stati-stics; 2.2.2 Two Types of Sequence Pattern; 2.2.3 Sequence Pattern Discovery Techniques; 2.2.4 Assessment of Pattern Quality; 2.3 Our Pattern Discovery Framework; 2.3.1 Our Traditional Random Sequence Synthesis and Recognition; 2.3.2 Our New Pattern Discovery Framework; 2.4 Conclusion
References3 A Hybrid Method of Tone Assessment for Mandarin CALL System; 3.1 Introduction; 3.2 Related Work; 3.3 Proposed Approach; 3.3.1 Preprocessing of Segmentation Using HMM-Based Forced Alignment; 3.3.2 Forced Alignment Based Tone Model; 3.3.3 Competing model based tone assessment; 3.4 Experimental Procedure and Analysis; 3.4.1 Competing model based tone assessment; 3.5 Conclusions; References; 4 Fusion with Infrared Images for an Improved Performance and Perception; 4.1 Introduction; 4.2 The Principle of Infrared Imaging; 4.3 Fusion with Infrared Images; 4.3.1 Implementation
4.3.2 Algorithms4.4 Applications; 4.4.1 Surveillance Application; 4.4.2 Nondestructive Inspection and Evaluation; 4.4.3 Biometric Application; 4.4.4 Remote Sensing; 4.5 Summary; Acknowledgements; References; 5 Feature Selection and Ranking for Pattern Classification in Wireless Sensor Networks; 5.1 Introduction; 5.2 General Approach; 5.3 Sensor Ranking; 5.3.1 Sensor Ranking by Relief; 5.3.2 Sensor Ranking by a Wrapper Approach; 5.3.3 Sensor Ranking by a Wrapper Approach Using Sequential Forward Search; 5.3.4 Sensor Ranking Including the Lifetime of Sensors; 5.4 Experiments
5.4.1 First Experiment5.4.2 Second Experiment; 5.4.3 Third Experiment; 5.4.4 Fourth Experiment; 5.4.5 Fifth Experiment; 5.5 Summary, Discussion and Conclusions; Acknowledgements; References; 6 Principles and Applications of RIDED-2D-A Robust Edge Detection Method in Range Images; 6.1 Introduction; 6.1.1 Traditional Template-Based Edge Detection on 2D Intensity Images; 6.1.2 Extension from 2D to 3D Range Image Processing; 6.1.3 Modern Edge Detection on 3D Range Images; 6.1.4 Intention and Outline of the Chapter; 6.2 Definitions and Analysis; 6.2.1 Coefficient Definitions
6.2.2 Distribution Analysis on Typical Silhouettes
Part 1.Pattern Recognition and Machine IntelligenceA Review of Applications of Evolutionary Algorithms in Pattern Recognition / Luis Gerardo de la Fraga and Carlos A. Coello Coello
Pattern Discovery and Recognition in Sequences / Andrew K. C. Wong, Dennis Zhuang, Gary C. L. Li and En-Shiun Annie Lee
A Hybrid Method of Tone Assessment for Mandarin CALL System / Yang Qu, Xin He, Yue Lu and Patrick S P Wang
Fusion with Infrared Images for an Improved Performance and Perception / Zheng Liu and Wei Wu
Feature Selection and Ranking for Pattern Classification in Wireless Sensor Networks / Janos Csirik and Horst Bunke
Principles and Applications of RIDED-2D -A Robust Edge Detection Method in Range Images / Jian Wang, Zhenqiang Yao, Mingde Yin, Lin Mei and Yaojie Zhu, et al.
Lens Shading Correction for Dirt Detection / Chih-Wei Chen and Chiou-Shann Fuh
Using Prototype-Based Classification for Automatic Knowledge Acquisition / Petra Perner and Anja Attig
Tracking Deformable Objects with Evolving Templates for Real-Time Machine Vision / Elena Sánchez-Nielsen and Mario Hernández-Tejera
Human Extremity Detection for Action Recognition / Elden Yu and J. K. Aggarwal
Ensemble Learning for Object Recognition and Tracking / Mehrtash Harandi, Javid Taheri and Brian C. Lovell
Depth Image Based Rendering / Michael Schmeing and Xiaoyi Jiang
Gender and Race Identification / Man and Machine
Common Vector Based Face Recognition Algorithm / Ying Wen, Yue Lu, Pengfei Shi and Patrick S. P. Wang
A Look at Eye Detection for Unconstrained Environments / Brian C. Heflin, Walter J. Scheirer, Anderson Rocha and Terrance E. Boult
Kernel Methods for Facial Image Preprocessing / Weishi Zheng, Jianhuang Lai, Xiaohua Xie, Yan Liang and Pong C. Yuen, et al.
Fingerprint Identification - Ideas, Influences, and Trends of New Age / Sangita Bharkad and Manesh Kokare
Subspaces Versus Submanifolds - A Comparative Study of Face Recognition / Hong Huang
Linear and Nonlinear Feature Extraction Approaches for Face Recognition / Wensheng Chen, Pong C. Yuen, Bin Fang and Patrick S. P. Wang
Facial Occlusion Reconstruction Using Direct Combined Model / Ching-Ting Tu and Jenn-Jier James Lien
Generative Models and Probability Evaluation for Forensic Evidence / Sargur N. Srihari and Chang Su
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 and Zhongxue Chen
Biometric Authentication / Jiunn-Liang Lin, Ho-Ling Hsu, Tai-Lang Jong and Wen-Hsing Hsu
Radical-Based Hybrid Statistical-Structural Approach for Online Handwritten Chinese Character Recognition / Chenglin Liu and Longlong Ma
Current Trends in Multimodal Biometric System-Rank Level Fusion / Marina L. Gavrilova and Md. Maruf Monwar
Off-line Signature Verification / Matching with a 3D Reference Knowledge Image - From Research to Actual Application
Unified Entropy Theory and Maximum Discrimination on Pattern Recognition / Xiaoqing Ding
Fundamentals of Biometrics -Hand Written Signature and Iris / K R Radhika and S V Sheela
Recent Trends in Iris Recognition / Lenina Birgale and Manesh Kokare
Using Multisets of Features and Interactive Feature Selection to Get Best Qualitative Performance for Automatic Signature Verification / Maan Ammar
Fourier Transform in Numeral Recognition and Signature Verification / Giovanni Dimauro.
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