03392cam a2200601Ii 4500 9781003082224 FlBoTFG 20260210180857.0 m o d cr |n||||||||| 201212t20212021flua ob 000 0 eng d OCoLC-P eng rda OCoLC-P 9781000300185 electronic book 1000300188 electronic book 9781000316568 electronic book 1000316564 electronic book 9781003082224 electronic book 100308222X electronic book 9781000317220 electronic book Mobipocket 1000317226 electronic book Mobipocket 0367534967 hardcover 9780367534967 hardcover (OCoLC)1226566196 (OCoLC-P)1226566196 RC78.7.D53 R35 2021eb COM 037000 bisacsh TEC 007000 bisacsh TEC 015000 bisacsh MMP bicssc 616.1 23 Rajinikanth, Venkatesan, author. Hybrid image processing methods for medical image examination / Venkatesan Rajinikanth, E. Priya, Hong Lin, and Fuhua Lin. First edition. Boca Raton, FL : CRC Press, 2021. ©2021 1 online resource (xii, 183 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Intelligent signal processing and data analysis 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 OCLC-licensed vendor bibliographic record. Diagnostic imaging. Image processing. COMPUTERS / Machine Theory bisacsh TECHNOLOGY / Electricity bisacsh TECHNOLOGY / Imaging Systems bisacsh Priya, E., author. Lin, Hong, author. Lin, Fuhua, author. Taylor & Francis https://www.taylorfrancis.com/books/9781003082224 OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf 93281 93280