Amazon cover image
Image from Amazon.com
Image from Google Jackets

Digital image processing and pattern recognition Malay K Pakhira

By: Material type: TextTextLanguage: English Publication details: New Delhi : Prentice-Hall of India, 2011.Description: xviii, 505 pages : illustrations ; 24 cmISBN:
  • 9788120340916
Subject(s): DDC classification:
  • 621.367 PAK
Contents:
Image Acquisition Sampling And Digitization Fundamentals Of Digital Images Image Transforms Image Enhancement Colour Image Processing Image Restoration Image Registration Edge Detection Image Segmentation Image Compression Image File Formats Feature Extraction And Representation Pattern Recognition Classification And Decision Making Statistical Decision Making Nearest Neighbour Classifier Decision Tree Learning Recognition And Artificial Neural Networks Clustering
Summary: 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.
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Collection Call number Status Date due Barcode
General Books General Books CUTN Central Library Medicine, Technology & Management Non-fiction 621.367 PAK (Browse shelf(Opens below)) Available 34027

Image Acquisition

Sampling And Digitization


Fundamentals Of Digital Images



Image Transforms




Image Enhancement





Colour Image Processing





Image Restoration





Image Registration






Edge Detection







Image Segmentation








Image Compression








Image File Formats







Feature Extraction And Representation










Pattern Recognition











Classification And Decision Making











Statistical Decision Making













Nearest Neighbour Classifier














Decision Tree Learning














Recognition And Artificial Neural Networks














Clustering













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.

There are no comments on this title.

to post a comment.

Powered by Koha