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Image Pattern Recognition: Fundamentals and Applications by L. Koteswara Rao Har

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
ISBN-13
9780367642167
Book Title
Image Pattern Recognition
ISBN
9780367642167
Subject Area
Technology & Engineering
Publication Name
Image Pattern Recognition
Publisher
Taylor & Francis Group
Item Length
9.2 in
Subject
Engineering (General), Electrical, Electronics / General, Imaging Systems
Publication Year
2022
Type
Textbook
Format
Hardcover
Language
English
Author
Zia-Ur Rahman, P. Rohini, L. Koteswara Rao
Item Weight
15.7 Oz
Item Width
6.1 in
Number of Pages
184 Pages

About this product

Product Information

This book describes various types of image patterns for image retrieval. All these patterns are texture dependent. Few image patterns such as Improved directional local extrema patterns, Local Quantized Extrema Patterns, Local Color Oppugnant Quantized Extrema Patterns and Local Mesh quantized extrema patterns are presented. Inter-relationships among the pixels of an image are used for feature extraction. In contrast to the existing patterns these patterns focus on local neighborhood of pixels to creates the feature vector. Evaluation metrics such as precision and recall are calculated after testing with standard databases i.e., Corel-1k, Corel-5k and MIT VisTex database. This book serves as a practical guide for students and researchers. -The text introduces two models of Directional local extrema patterns viz., Integration of color and directional local extrema patterns Integration of Gabor features and directional local extrema patterns. -Provides a framework to extract the features using quantization method -Discusses the local quantized extrema collected from two oppugnant color planes -Illustrates the mesh structure with the pixels at alternate positions.

Product Identifiers

Publisher
Taylor & Francis Group
ISBN-10
0367642166
ISBN-13
9780367642167
eBay Product ID (ePID)
28058371743

Product Key Features

Number of Pages
184 Pages
Language
English
Publication Name
Image Pattern Recognition
Publication Year
2022
Subject
Engineering (General), Electrical, Electronics / General, Imaging Systems
Type
Textbook
Subject Area
Technology & Engineering
Author
Zia-Ur Rahman, P. Rohini, L. Koteswara Rao
Format
Hardcover

Dimensions

Item Weight
15.7 Oz
Item Length
9.2 in
Item Width
6.1 in

Additional Product Features

Dewey Edition
23
Target Audience
College Audience
Illustrated
Yes
Dewey Decimal
006.42
Lc Classification Number
Ta1650
Table of Content
1. Introduction. 2. Features used for Image Retrieval. 3. Improved Directional Local Extrema Patterns for CBIR. 4. Local Quantized Extrema Patterns. 5. Local Color Oppugnant Quantized Extrema Patterns. 6. Local Mesh Quantized Extrema Patterns. 7. Local Patterns for Feature Extraction. 8. Applications of Image Pattern Recognition. 9. Conclusions and Future Scope.
Copyright Date
2022

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