DocumentCode
640900
Title
Design of a cognitive-support system for automatic skin diagnosis using a tablet PC
Author
Mizoguchi, Fumio ; Nishiyama, Hiroki
Author_Institution
Fac. of Sci. & Tech, Tokyo Univ. of Sci., Noda, Japan
fYear
2013
fDate
16-18 July 2013
Firstpage
435
Lastpage
441
Abstract
In this study, we design a cognitive-support system for automatic skin diagnosis using a tablet PC. The system enables automatic imaging of the skin in order to perform ongoing diagnostics on the user´s skin when he or she operates a tablet PC daily. The tablet PC camera detects and photographs the user´s face during tablet use. The system periodically stores diagnostic results by extracting the skin region from an image that has been captured and skin imaged. In addition, we enable determining by applying a learning system using a support-vector machine. With this system, the user can develop a long-term ability to identify and manage the state of the skin. This could ultimately lead to a system that enables personal health care.
Keywords
face recognition; feature extraction; health care; learning (artificial intelligence); medical image processing; notebook computers; object detection; smart phones; support vector machines; automatic skin diagnosis; cognitive-support system; learning system; personal health care; skin imaging; skin region extraction; skin state identification; skin state management; support vector machine; tablet PC camera; user face detection; Cameras; Sensors; Skin;
fLanguage
English
Publisher
ieee
Conference_Titel
Cognitive Informatics & Cognitive Computing (ICCI*CC), 2013 12th IEEE International Conference on
Conference_Location
New York, NY
Print_ISBN
978-1-4799-0781-6
Type
conf
DOI
10.1109/ICCI-CC.2013.6622279
Filename
6622279
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