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A Beginner's Guide to Multi-Level Image Thresholding
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eBook
A Beginner's Guide to Multi-Level Image Thresholding
2020
Overview
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 outcomeDescribes how the image thresholding acts as a pre-processing technique and how the region of interest in a medical image is enhanced with thresholdingIllustrates integration of the thresholding technique with bio-inspired algorithmsIncludes current findings and future directions of image multi-level thresholding and its practical implementationEmphasizes 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.
Publisher
CRC Press
ISBN
9780367503147, 036750314X
