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

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

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.

Edition details

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