MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02339nam a22002057a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
CUTN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20180925152540.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
180925b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9788120340916 |
| 041 ## - LANGUAGE CODE |
|---|
| Language |
English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
621.367 |
| Item number |
PAK |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pakhira, Malay K |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Digital image processing and pattern recognition |
| Statement of responsibility, etc |
Malay K Pakhira |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
New Delhi : |
| Name of publisher, distributor, etc |
Prentice-Hall of India, |
| Date of publication, distribution, etc |
2011. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 505 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
24 cm |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Title |
Image Acquisition<br/><br/> |
| -- |
Sampling And Digitization<br/><br/><br/> |
| -- |
Fundamentals Of Digital Images<br/><br/><br/><br/> |
| -- |
Image Transforms<br/><br/><br/><br/><br/> |
| -- |
Image Enhancement<br/><br/><br/><br/><br/><br/> |
| -- |
Colour Image Processing<br/><br/><br/><br/><br/><br/> |
| -- |
Image Restoration<br/><br/><br/><br/><br/><br/> |
| -- |
Image Registration<br/><br/><br/><br/><br/><br/><br/> |
| -- |
Edge Detection<br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Image Segmentation<br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Image Compression<br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Image File Formats<br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Feature Extraction And Representation<br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Pattern Recognition<br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Classification And Decision Making<br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Statistical Decision Making<br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Nearest Neighbour Classifier<br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Decision Tree Learning<br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Recognition And Artificial Neural Networks<br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| -- |
Clustering<br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Image processing--Digital techniques |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
General Books |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
This book is designed for undergraduate and postgraduate students of Computer Science and Engineering, Information Technology, Electronics and Communication Engineering, and Electrical Engineering.<br/><br/>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. |
