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arXiv 2102.00508eess.IVcs.CV
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SkinScan:用于皮肤病诊断和记录的低成本3D扫描

SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation

Northwestern University(西北大学)

Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt

摘要:

计算摄影的应用在医学领域变得越来越重要。如今,用于皮肤病学的成像技术的范围从使用移动终端的二维(2D)彩色图像到测量额外的详细三维(3D)数据的专业临床成像系统。后者通常价格昂贵,不为广大受众所接受。在这项工作中,我们提出了一种新的系统和软件框架,它只依赖于低成本(甚至移动)的商品设备存在于每个家庭测量详细的3D信息的人体皮肤与3D梯度照明为基础的方法。我们相信,我们的系统在皮肤病的早期诊断和监测方面具有巨大的潜力,特别是在人口众多或欠发达地区。

英文摘要:

The utilization of computational photography becomes increasingly essential in the medical field. Today, imaging techniques for dermatology range from two-dimensional (2D) color imagery with a mobile device to professional clinical imaging systems measuring additional detailed three-dimensional (3D) data. The latter are commonly expensive and not accessible to a broad audience. In this work, we propose a novel system and software framework that relies only on low-cost (and even mobile) commodity devices present in every household to measure detailed 3D information of the human skin with a 3D-gradient-illumination-based method. We believe that our system has great potential for early-stage diagnosis and monitoring of skin diseases, especially in vastly populated or underdeveloped areas.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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