Hybrid Image Processing Methods for Medical Image Examination

Venkatesan Rajinikanth (St. Joseph's College of Eng., Chennai, India),E. Priya,Hong Lin (University of Houston- Downtown, Houston, TX),Fuhua Lin

Hybrid Image Processing Methods for Medical Image Examination
Format
Hardback
Publisher
Taylor & Francis Ltd
Country
United Kingdom
Published
24 December 2020
Pages
188
ISBN
9780367534967

Hybrid Image Processing Methods for Medical Image Examination

Venkatesan Rajinikanth (St. Joseph's College of Eng., Chennai, India),E. Priya,Hong Lin (University of Houston- Downtown, Houston, TX),Fuhua Lin

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

This item is not currently in-stock. It can be ordered online and is expected to ship in approx 2 weeks

Our stock data is updated periodically, and availability may change throughout the day for in-demand items. Please call the relevant shop for the most current stock information. Prices are subject to change without notice.

Sign in or become a Readings Member to add this title to a wishlist.