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
Link To Document :
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