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Recognition of Texture and Area of Decubitus Ulcers through Computer Vision

机译:通过计算机视觉识别褥疮溃疡的质地和面积

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摘要

Decubitus ulcers (DUs) or scars are partial or wide wounds of skin layers that affect mainly individuals with pathologies, those restricted to bed, and the aged. The area, texture, form, and volume of DUs are computable features, which enable quantitative and qualitative analyses both in regards to a specific instant and to the evolution of the healing process. The present study aims to identify features of DUs via viewing on a computer using the Karhunen-Loeve transform, by estimating the areas of scar cores and borders. The results show the efficacy of the approach.
机译:褥疮溃疡(DUs)或疤痕是皮肤层的部分或较宽的伤口,主要影响患有病理学的人,仅限于卧床的人和老年人。 DU的面积,质地,形式和体积都是可计算的特征,可对特定瞬间和愈合过程的演变进行定量和定性分析。本研究旨在通过估计疤痕核心和边界区域,通过使用Karhunen-Loeve变换在计算机上进行查看来识别DU的特征。结果表明了该方法的有效性。

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