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.
翻译:计算摄影的使用在医学领域越来越重要。今天,皮肤学成像技术从带有移动设备的二维(2D)彩色图像到测量更多详细的三维数据的专业临床成像系统,后者通常费用昂贵,广大观众无法获得。在这项工作中,我们提议建立一个新颖的系统和软件框架,它只依靠每个家庭现有的低成本(甚至移动)商品设备,用3D级光化法测量人体皮肤的3D详细信息。我们认为我们的系统在早期诊断和监测皮肤疾病方面具有巨大潜力,特别是在人口稠密或不发达的地区。