Digital image processing and pattern recognition Malay K Pakhira
Material type: TextLanguage: English Publication details: New Delhi : Prentice-Hall of India, 2011.Description: xviii, 505 pages : illustrations ; 24 cmISBN:- 9788120340916
- 621.367 PAK
Item type | Current library | Collection | Call number | Status | Date due | Barcode |
---|---|---|---|---|---|---|
General Books | CUTN Central Library Medicine, Technology & Management | Non-fiction | 621.367 PAK (Browse shelf(Opens below)) | Available | 34027 |
Browsing CUTN Central Library shelves, Shelving location: Medicine, Technology & Management, Collection: Non-fiction Close shelf browser (Hides shelf browser)
621.367 LIA Advanced remote sensing / | 621.367 LIL Remote sensing and image interpretation | 621.367 MAL Thermal and Optical Remote Sensing : Urban Environmental Studies / | 621.367 PAK Digital image processing and pattern recognition | 621.367 PRA Remote Sensing and Geographical Information System / | 621.367 RUI Hyperspectral Remote Sensing : Fundamentals and Practices | 621.367 RUS The image processing handbook / |
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.