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A Beginner’s Guide to Multilevel Image Thresholding
Hoofdkenmerken
Auteur: Venkatesan Rajinikanth; Nadaradjane Sri Madhava Raja; Nilanjan Dey
Titel: A Beginner’s Guide to Multilevel Image Thresholding
Uitgever: Taylor & Francis
ISBN: 9781000228458
ISBN boekversie: 9780367503147
Editie: 1
Prijs: € 81,52
Verschijningsdatum: 19-11-2020
Inhoudelijke kenmerken
Categorie: Computer Graphics
Taal: English
Imprint: CRC Press
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

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.
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