Hybrid Image Processing Methods for Medical Image Examination (Hardcover)

In view of better results expected from examination of medical datasets (images) with hybrid (integration of thresholding and segmentation) image processing methods, this work focuses on implementation of possible hybrid image examination techniques for medical images. It describes various image thresholding and segmentation methods which are essential for the development of such a hybrid processing tool. Further, this book presents the essential details, such as test image preparation, implementation of a chosen thresholding operation, evaluation of threshold image, and implementation of segmentation procedure and its evaluation, supported by pertinent case studies. Aimed at researchers/graduate students in the medical image processing domain, image processing, and computer engineering, this book: Provides broad background on various image thresholding and segmentation techniques Discusses information on various assessment metrics and the confusion matrix Proposes integration of the thresholding technique with the bio-inspired algorithms Explores case studies including MRI, CT, dermoscopy, and ultrasound images Includes separate chapters on machine learning and deep learning for medical image processing

General

Imprint:	Crc Press
Country of origin:	United Kingdom
Series:	Intelligent Signal Processing and Data Analysis
Release date:	December 2020
First published:	2021
Authors:	Venkatesan Rajinikanth • E Priya • Hong Lin • Fuhua Lin
Dimensions:	234 x 156 x 21mm (L x W x T)
Format:	Hardcover
Pages:	188
ISBN-13:	978-0-367-53496-7
Categories:	Books > Professional & Technical > Environmental engineering & technology > General Books > Medicine > Other branches of medicine > Medical imaging > General Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Books > Professional & Technical > Energy technology & engineering > Electrical engineering > General Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Computing & IT > Applications of computing > Image processing > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
LSN:	0-367-53496-7
Barcode:	9780367534967

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