Artificial intelligence-based infared thermal image processing and its applications

상세정보

자료유형	단행본
서명/저자사항	Artificial intelligence-based infared thermal image processing and its applications / U. Snekhalatha, K. Palani Thanaraj, Kurt Ammer.
개인저자	Snekhalatha, U., author. Thanaraj, K. Palani, author. Ammer, Kurt, author.
발행사항	Boca Raton, FL: CRC Press, 2023.
형태사항	xvi, 230 pages : Illustrations ; 23 cm.
기타형태 저록	Print version: 103215814X 9781032158143
ISBN	9781000688405 1000688402 9781003245780 1003245781 9781000688450 1000688453
기타표준부호	10.1201/9781003245780doi
서지주기	Includes bibliographical references and index.
요약	Infrared thermography is a fast and non-invasive technology that provides a map of the temperature distribution on the body's surface. This book provides a description of designing and developing a computer-assisted diagnosis (CAD) system based on thermography for diagnosing such common ailments as rheumatoid arthritis (RA), diabetes complications, and fever. It also introduces applications of machine-learning and deep-learning methods in the development of CAD systems. Key Features: Covers applications of various image processing techniques in thermal imaging applications for the diagnosis of different medical conditions Describes the development of a computer diagnostics system (CAD) based on thermographic data Discusses deep-learning models for accurate diagnosis of various diseases Includes new aspects in rheumatoid arthritis and diabetes research using advanced analytical tools Reviews application of feature fusion algorithms and feature reduction algorithms for accurate classification of images This book is aimed at researchers and graduate students in biomedical engineering, medicine, image processing, and CAD.
일반주제명	Infrared imaging --Technological innovations. Artificial intelligence --Medical applications. MEDICAL / Biotechnology SCIENCE / Physics Artificial intelligence --Medical applications.
분류기호(DDC)	621.3672
언어	영어