Design of a cognitive-support system for automatic skin diagnosis using a tablet PC

F. Mizoguchi, Hiroyuki Nishiyama
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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.
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基于平板电脑的皮肤自动诊断认知支持系统设计
在本研究中,我们设计了一个基于平板电脑的皮肤自动诊断认知支持系统。该系统能够对皮肤进行自动成像,以便在用户每天操作平板电脑时对其皮肤进行持续诊断。平板电脑摄像头在用户使用平板电脑的过程中检测并拍摄用户的面部。该系统通过从已捕获和皮肤成像的图像中提取皮肤区域来周期性地存储诊断结果。此外,我们通过使用支持向量机应用学习系统来实现确定。有了这个系统,用户可以培养长期识别和管理皮肤状态的能力。这可能最终导致一个能够实现个人医疗保健的系统。
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