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Pattern Recognition: Theory and Application
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Editors: Erwin A. Zoeller
Book Description:
Pattern recognition studies the operation and design of systems that recognize patterns in data. It encloses subdisciplines like discriminant analysis, feature extraction, error estimation, cluster analysis (together sometimes called statistical pattern recognition), grammatical inference and parsing (sometimes called syntactical pattern recognition). Important application areas are image analysis, character recognition, speech analysis, man and machine diagnostics, person identification and industrial inspection. This book presents new international research in the field.

Table of Contents:
Preface

Research and Review Studies

Chapter 1 - Aspects of Quantum Pattern Recognition; PP. 3-16
(Fariel Shafee, Physics Dept., Princeton Univ., Princeton, NJ)

Chapter 2 - Symbolic Dynamic Filtering for Data-driven Pattern Recognition; PP. 17-71
(Shalabh Gupta Asok Ray, Mechanical Engineering Dept., The Pennsylvania State Univ., Univ. Park, PA)

Chapter 3A - A Vision-Based Travel Aid for the Blind; PP. 73-89
(Mu-Chun Su, Yi-Zeng Hsieh, De-Yuan Huang, Yu-Xiang Zhao, and Chung-Chi Sun, Dept. of Computer Science & Information Engineering, National Central Univ., Taiwan, R.O.C.)

Chapter 3B - A SOMO-Based Clustering Algorithm and Its Application in Object Detection; PP. 91-107
(Mu-Chun Su, Yu-Xiang Zhao, Chien-Hsing Chou, Dept. of Computer Science & Information Engineering, National Central Univ., Taiwan, R.O.C.)

Chapter 4 - RISE: A Robust Image Search Engine; PP. 109-130
(Sanjiv K. Bhatia, Ashok Samal)

Chapter 5 - Performance Evaluation of Passive and Active Optical Pattern Recognition Structures: A Comparison Study; PP. 131-159
(Muhsen Aljada, Kamal E. Alameh, Centre for MicroPhotonic Systems, Electron Science Research Institute, Edith Cowan Univ., Joondalup, Australia)

Chapter 6 - Advances And Challenges in 3D and 2D+3D Human Face Recognition; PP. 161-200
(Shalini Gupta, Alan C. Bovik, Dept. of Electrical and Computer Engineering, University of Texas at Austin, Mia K. Markey, Dept. of Biomedical Engineering, University of Texas)

Chapter 7 - Spatial Pattern Recognition Models with Application in Image Analysis; PP. 201-219
(S. Zimeras, Univ. of the Aegean, Dept. of Statistics and Actuarial-Financial Mathematics, Karlovassi, Samos, Greece)

Chapter 8 - Local Similarity Matching Method for Removing Noise from Experimental Spectra; PP. 221-238
(Sandy Owega, Institute for Microstructural Science, National Research Council of Canada, Ottawa, ON)

Chapter 9 - Pattern Recognition: Periodicity and Stability Issues of a Neural Network; PP. 239-257
(D. Calitoiu, B. John Oommen, School of Computer Science, Carleton Univ.)

Chapter 10 - Comparison of Pattern Classification Techniques- A Case Study of Fruit Inspection by Computer Vision; PP. 259-299
(Devrim Unay, Bernard Gosselin, TCTS Lab, Faculte Polytechnique de Mons, Mons, Belgium)

Chapter 11 - Matrix Decomposition for Feature Generation from High Dimensional Data; PP. 301-322
(Dao-Qing Dai, Center for Computer Vision and Dept. of Mathematics, Dept. of Electric Engineering, Hong Yan, Dept. of Electric Engineering, City Univ. of Hong Kong, Kowloon, Hong Kong, School of Electrical and Information Engineering, Univ. of Sydney, Australia, Sun Yat-Sen, Zhongshan Univ., Guangzhou, China)

Chapter 12 - Optimizing Mahalanobis Kernels for Pattern Classification; PP. 323-346
(Shigeo Abe, Graduate School of Science and Technology, Kobe Univ., Kobe, Japan)

Chapter 13 - Pattern Recognition for Machine Fault Diagnosis using Support Vector Machine; PP. 347-390
(Bo-Suk Yang, Achmad Widodo, Pukyong National Univ., Korea)

Index

   Binding: Hardcover
   Pub. Date: 2008
   ISBN: 978-1-60021-717-3
   Status: AV
  
Status Code Description
AN Announcing
FM Formatting
PP Page Proofs
FP Final Production
EP Editorial Production
PR At Prepress
AP At Press
AV Available
  
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