Hybrid Image Processing Methods for Medical Image Examination
Author | : Venkatesan Rajinikanth |
Publisher | : CRC Press |
Total Pages | : 201 |
Release | : 2021-01-29 |
ISBN-10 | : 9781000316568 |
ISBN-13 | : 1000316564 |
Rating | : 4/5 (564 Downloads) |
Download or read book Hybrid Image Processing Methods for Medical Image Examination written by Venkatesan Rajinikanth and published by CRC Press. This book was released on 2021-01-29 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.