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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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About the Author
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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Digital Image Processing and Pattern Recognition
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Digital Image Processing and Pattern Recognition
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Digital Image Processing and Pattern Recognition
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DIGITAL IMAGE PROCESSING AND PATTERN RECOGNITION
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Condition: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABBB-258805