A Beginner's Guide to Multilevel Image Thresholding - Venkatesan Rajinikanth - Nadaradjane Sri Madhava Raja - Nilanjan Dey

A Beginner's Guide to Multilevel Image Thresholding

Venkatesan Rajinikanth - Nadaradjane Sri Madhava Raja - Nilanjan Dey
pubblicato da CRC Press

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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.