A Beginner’s Guide to Multilevel Image Thresholding - Brossura

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

Brossura

ISBN 10: 0367503174 ISBN 13: 9780367503178

Casa editrice: CRC Press, 2024

Riassunto

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.

Su questo libro

Dalla quarta di copertina

This book emphasizes various image thresholding methods that are necessary for image pre-processing and initial level enhancement. It presents a detailed evaluation, such as choosing the threshold function, need for the heuristic algorithm, choice of objective function, and evaluation of the outcome along with real-time applications in detail.

Dettagli dell'edizione

• Editore: CRC Press
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 0367503174
• ISBN 13: 9780367503178
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 104
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania