A Beginner’s Guide to Multilevel Image Thresholding (Intelligent Signal Processing and Data Analysis) - Softcover

Book 7 of 12: Intelligent Signal Processing and Data Analysis

Rajinikanth, Venkatesan; Madhava Raja, Nadaradjane Sri; Dey, Nilanjan

 
9780367503178: A Beginner’s Guide to Multilevel Image Thresholding (Intelligent Signal Processing and Data Analysis)
Softcover
ISBN 10: 0367503174 ISBN 13: 9780367503178
Publisher: CRC Press, 2024

Synopsis

A Beginner’s Guide to Image Multi-Level Thresholding emphasizes various image thresholding methods that are necessary for image pre-processing and initial level enhancement.

  • Explains basic concepts and the implementation of Image Multi-Level Thresholding (grayscale and RGB images)

  • Presents a detailed evaluation in real-time application, including the need for heuristic algorithm, the choice of objective and threshold function, and the evaluation of the outcome

  • Describes how the image thresholding acts as a pre-processing technique and how the region of interest in a medical image is enhanced with thresholding

  • Illustrates integration of the thresholding technique with bio-inspired algorithms

  • Includes current findings and future directions of image multi-level thresholding and its practical implementation

  • Emphasizes the need for multi-level thresholding with suitable examples

The book is aimed at graduate students and researchers in image processing, electronics engineering, computer sciences and engineering.

"synopsis" may belong to another edition of this title.

Publisher
CRC Press
Publication date
2024
Language
English
ISBN 10 
0367503174
ISBN 13 
9780367503178
Binding
Paperback
Edition number
1
Number of pages
104

Other Popular Editions of the Same Title

9780367503147: A Beginner’s Guide to Multilevel Image Thresholding (Intelligent Signal Processing and Data Analysis)

Featured Edition

ISBN 10:  036750314X ISBN 13:  9780367503147
Publisher: CRC Press, 2020
Hardcover