A Beginners Guide to Multilevel Image Thresholding by Venkat... - 9780367503147

CRC Press

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. > \nA Beginner\u2019s Guide to Image Multi-Level Thresholding emphasizes various image thresholding methods that are necessary for image pre-processing and initial level enhancement. \n--Explains basic concepts and the implementation of Image Multi-Level Thresholding (grayscale and RGB images) \n--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 \n--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 \n--Illustrn