Digital Image Processing and Pattern Recognition

Malay K. Pakhira

Published by PHI Learning, 2011
ISBN 10: 8120340914 / ISBN 13: 9788120340916
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This book is designed for undergraduate and postgraduate students of Computer Science and Engineering, Information Technology, Electronics and Communication Engineering, and Electrical Engineering. The book comprehensively covers all the important topics in digital image processing and pattern recognition along with the fundamental concepts, mathematical preliminaries and theoretical derivations of significant theorems. The image processing topics include coverage of image formation, digitization, lower level processing, image analysis, image compression, and so on. The topics on pattern recognition include statistical decision making, decision tree learning, artificial neural networks, clustering and others. An application of simulated annealing for edge detection is described in an appendix. The book is profusely illustrated with more than 200 figures and sketches as an added feature. KEY FEATURES : Provides a large number of worked examples to strengthen the grasp of the concepts. Lays considerable emphasis on the algorithms in order to teach students how to write good practical programs for problem solving. Devotes a separate chapter to currently used image format standards. Offers problems at the end of each chapter to help students test their understanding of the fundamentals of the subject. Contents Preface 1. INTRODUCTION 2. IMAGE ACQUISITION 3. SAMPLING AND DIGITIZATION 4. FUNDAMENTALS OF DIGITAL IMAGES 5. IMAGE TRANSFORMS 6. IMAGE ENHANCEMENT 7. COLOUR IMAGE PROCESSING 8. IMAGE RESTORATION 9. IMAGE REGISTRATION 10. EDGE DETECTION 11. IMAGE SEGMENTATION 12. IMAGE COMPRESSION 13. IMAGE FILE FORMATS 14. FEATURE EXTRACTION AND REPRESENTATION 15. PATTERN RECOGNITION 16. CLASSIFICATION AND DECISION MAKING 17. STATISTICAL DECISION MAKING 18. NEAREST NEIGHBOUR CLASSIFIER 19. DECISION TREE LEARNING 20. RECOGNITION AND ARTIFICIAL NEURAL NETWORKS 21. CLUSTERING Appendix: Edge Detection using Simulated Annealing Index Printed Pages: 528. Bookseller Inventory #

About this title:

Synopsis: This book is designed for undergraduate and postgraduate students of computer science and engineering, information technology, electronics and communication engineering, and electrical engineering. The book comprehensively covers all the important topics in digital image processing and pattern recognition along with the fundamental concepts, mathematical preliminaries and theoretical derivations of significant theorems. The image processing topics include coverage of image formation, digitization, lower level processing, image analysis, image compression, and so on. The topics on pattern recognition include statistical decision making, decision tree learning, artificial neural networks, clustering and others. An application of simulated annealing for edge detection is described in an appendix. The book is profusely illustrated with more than 200 figures and sketches as an added feature. Key features : provides a large number of worked examples to strengthen the grasp of the concepts. Lays considerable emphasis on the algorithms in order to teach students how to write good practical programs for problem solving. Devotes a separate chapter to currently used image format standards. Offers problems at the end of each chapter to help students test their understanding of the fundamentals of the subject.

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Bibliographic Details

Title: Digital Image Processing and Pattern ...
Publisher: PHI Learning
Publication Date: 2011
Binding: Softcover
Book Condition: New
Edition: First edition.

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Book Description Softcover. Condition: New. 1st edition. Brand NEW, Paperback International Edition. Black & White or color, Cover and ISBN same with similar contents as US editions. Standard delivery takes 5-9 business days by USPS/DHL with tracking number. Choose expedited shipping for superfast delivery 3-5 business days by UPS/DHL/FEDEX. We also ship to PO Box addresses but by Standard delivery and shipping charges will be extra. International Edition Textbooks may bear a label -Not for sale in the U.S. or Canada- etc. printed only to discourage U.S. students from obtaining an affordable copy. Legal to use despite any disclaimer on cover as per US court. No access code or CD included unless specified. In some instances, the international textbooks may have different exercises at the end of the chapters. Printed in English. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. In case of orders from Europe, custom charges may comply by the relevant government authority and we are not liable for it. 100% Customer satisfaction guaranteed! Please feel free to contact us for any queries. Seller Inventory # AB1441456

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Book Description 2011. Soft cover. Condition: As New. Dust Jacket Condition: As New. International Edition. Book Condition: BRAND NEW. International/Eastern Economy Edition, Paperback/Softcover with SAME TITLE, AUTHOR AND EDITION as listed. ISBN and Cover design differs. **100% IDENTICAL CONTENTS as U.S Edition**. Standard Delivery within 7-14 business days ACROSS THE GLOBE. We can ship to PO Box, APO address in US. International Edition Textbooks may bear a label (Not for sale in the U.S. or Canada) or (For sale in Asia only) or similar restrictions- printed only to discourage students from obtaining an affordable copy. US Court has asserted your right to buy and use International edition. Access code/CD may not provided with these editions. We may ship the books from MULTIPLE WAREHOUSES ACROSS THE GLOBE including Asia depending upon the availability of inventory. Printed in English. Customer satisfaction guaranteed. Seller Inventory # ABECA4477-U

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Pakhira, Malay K.
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Book Description 2011. Soft cover. Condition: New. Dust Jacket Condition: New. International Edition. Book Condition: BRAND NEW. International/Eastern Economy Edition, Paperback/Softcover with SAME TITLE, AUTHOR AND EDITION as listed. ISBN and Cover design differs. **100% IDENTICAL CONTENTS as U.S Edition**. Standard Delivery within 7-14 business days ACROSS THE GLOBE. We can ship to PO Box, APO address in US. International Edition Textbooks may bear a label (Not for sale in the U.S. or Canada) or (For sale in Asia only) or similar restrictions- printed only to discourage students from obtaining an affordable copy. US Court has asserted your right to buy and use International edition. Access code/CD may not provided with these editions. We may ship the books from MULTIPLE WAREHOUSES ACROSS THE GLOBE including Asia depending upon the availability of inventory. Printed in English. Customer satisfaction guaranteed. Seller Inventory # ABECA4477

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