ENGLISH

Artificial Intelligence-based Infrared Thermal Image Processing and its Applications

By U. Snekhalatha , K. Palani Thanaraj , Kurt Ammer

Book information

Publisher
CRC Press
Year
2022
ISBN
103215814X, 9781032158143
Language
english
Format
EPUB
Filesize
24 MB (25519161 bytes)
Pages
246\0
Time added
2023-01-18 01:43:02

Description

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 conditionsDescribes the development of a computer diagnostics system (CAD) based on thermographic dataDiscusses deep-learning models for accurate diagnosis of various diseasesIncludes new aspects in rheumatoid arthritis and diabetes research using advanced analytical toolsReviews 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.

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