Digital Image Processing and Pattern Recognition

 
9788120340916: Digital Image Processing and Pattern Recognition
Présentation de l'éditeur :

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.

Biographie de l'auteur :

MALAY K. PAKHIRA (Ph.D.) is Associate Professor in the Department of Computer Science and Engineering, Kalyani Government Engineering College, Kalyani, West Bengal. He has more than a decade of teaching experience. Dr. Pakhira has authored Computer Graphics, Multimedia and Animation, 2nd ed. (Published by PHI Learning), and has published a large number of articles in various international and national journals. His research interests include image processing, pattern recognition, soft computing and data mining.

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Malay K.. Pakhira
Edité par PHI Learning, New Delhi (2010)
ISBN 10 : 8120340914 ISBN 13 : 9788120340916
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Description du livre PHI Learning, New Delhi, 2010. N.A. État : New. N° de réf. du libraire 266064

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Malay K.. Pakhira
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Malay K.. Pakhira
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Malay K.. Pakhira
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ISBN 10 : 8120340914 ISBN 13 : 9788120340916
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Description du livre PHI Learning, 2011. Softcover. État : New. First edition. 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. N° de réf. du libraire 25790

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Malay K.. Pakhira
Edité par PHI Learning (2011)
ISBN 10 : 8120340914 ISBN 13 : 9788120340916
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Description du livre PHI Learning, 2011. Softcover. État : New. First edition. 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. N° de réf. du libraire 25790

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Description du livre PHI. PB. État : Brand New. International Edition. International Edition, Cover & ISBN may be different from US edition, PAPERBACK. Book Condition: New. Brand New,Softcover,No Access code & No context dvd, But Contents are same as US Edition. Printed in English Language, Prompt shipping by USPS/,UPS/,DHL/,FedEx. Exceptional customer Service, Satisfaction Guaranteed. We may ship the books from Asian regions for inventory purpose. "Special Note" We do provide service on APO BOX & PO BOX addresses only in usa. N° de réf. du libraire Aadi23686

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Description du livre PHI. PB. État : Brand New. International Edition. International Edition, Cover & ISBN may be different from US edition, PAPERBACK. Book Condition: New. Brand New,Softcover,No Access code & No context dvd, But Contents are same as US Edition. Printed in English Language, Prompt shipping by USPS/,UPS/,DHL/,FedEx. Exceptional customer Service, Satisfaction Guaranteed. We may ship the books from Asian regions for inventory purpose. "Special Note" We do provide service on APO BOX & PO BOX addresses only in usa. N° de réf. du libraire Aadi9568

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Description du livre Softcover. État : New. Brand New; Paperback; Black & White or Color International Edition. ISBN and Cover page may differ but similar contents as US edition. GET IT FAST in 3-5 business days by DHL/FEDEX with tracking number. Books printed in English. No shipping to PO Box/APO/FPO address. In some instances, the international textbooks may have different end chapter case studies and exercises. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" and "Content may different from U.S. Edition" - printed only to discourage U.S. students from obtaining an affordable copy. The U.S. Supreme Court has asserted your right to purchase international editions, and ruled on this issue. Access code or CD is not provided with these editions, unless specified. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. Customer satisfaction guaranteed. N° de réf. du libraire GBD6541441456

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Description du livre Softcover. État : New. Brand New; Paperback; Black & White or Color International Edition. ISBN and Cover page may differ but similar contents as US edition. GET IT FAST in 3-5 business days by DHL/FEDEX with tracking number. Books printed in English. No shipping to PO Box/APO/FPO address. In some instances, the international textbooks may have different end chapter case studies and exercises. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" and "Content may different from U.S. Edition" - printed only to discourage U.S. students from obtaining an affordable copy. The U.S. Supreme Court has asserted your right to purchase international editions, and ruled on this issue. Access code or CD is not provided with these editions, unless specified. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. Customer satisfaction guaranteed. N° de réf. du libraire GBD41441456

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