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使用彩色光度立体法测量人体皮肤的反射率:特别应用于色素沉着病变分析。

Reflectance of human skin using colour photometric stereo: with particular application to pigmented lesion analysis.

作者信息

Sun Jiuai, Smith Melvyn, Smith Lyndon, Coutts Louise, Dabis Rasha, Harland Christopher, Bamber Jeffrey

机构信息

Machine Vision Laboratory, Faculty of CEMS, University of the West of England, Bristol, UK.

出版信息

Skin Res Technol. 2008 May;14(2):173-9. doi: 10.1111/j.1600-0846.2007.00274.x.

Abstract

BACKGROUND/PURPOSE: The optical appearance of human skin is highly dependent on the interaction between the illumination (type and position), observer position and the skin surface structure. Different currently available photographic techniques record different aspects of this appearance, each providing its own incomplete description. This limits their usefulness, especially for pigmented skin lesion diagnosis. In this paper a new, easy to use, low-cost photographic method is described,which aims to generate an efficiently encoded yet reasonably complete representation of skin appearance.

MATERIAL AND METHODS

A prototype hand-held camera was developed that rapidly acquires six colour images, each with the skin illuminated from a different direction. A novel photometric stereo processing was used to combine these into a colour image of the skin's diffuse reflectance, independent of the skin surface topography, as well as a separate representation of that topography in the form of a surface gradient image. Images of four clinical pigmented skin lesions were evaluated in comparison with conventional digital photographs by both visual judgement and automated lesion boundary detection.

RESULTS

The new colour reflectance images were free from the effects of topographical shading, shadowing and specular reflections. Lesion boundaries obtained automatically from the reflectance images were always closer to the outline drawn by a dermatologist than those obtained from conventional photographs. Finally, recombining the colour reflectance and surface gradient data to form a virtual image of the skin surface that is highly realistic in appearance.

CONCLUSIONS

The new colour photometric stereo camera produces images of skin and skin tumours in which the reflectance information that is related to subsurface pigment distribution is separated from the surface topographic information. The total information generated by the system, for use in visual or automated analysis, is potentially greater than that for either conventional photography or dermatoscopy alone. Its further development and broader clinical evaluation are warranted to determine its usefulness and role in a wide range of dermatological tasks, including tele-dermatology applications.

摘要

背景/目的:人体皮肤的光学外观高度依赖于照明(类型和位置)、观察者位置与皮肤表面结构之间的相互作用。当前可用的不同摄影技术记录了这种外观的不同方面,每种技术都提供了不完整的描述。这限制了它们的实用性,尤其是在色素性皮肤病变诊断方面。本文描述了一种新的、易于使用且低成本的摄影方法,旨在生成皮肤外观的高效编码但合理完整的表示。

材料与方法

开发了一种原型手持相机,可快速获取六张彩色图像,每张图像的皮肤由不同方向照明。使用一种新颖的光度立体处理方法将这些图像组合成皮肤漫反射的彩色图像,该图像与皮肤表面地形无关,同时还以表面梯度图像的形式单独表示该地形。通过视觉判断和自动病变边界检测,将四种临床色素性皮肤病变的图像与传统数字照片进行比较评估。

结果

新的彩色反射率图像不受地形阴影、阴影和镜面反射的影响。从反射率图像自动获得的病变边界总是比从传统照片获得的病变边界更接近皮肤科医生绘制的轮廓。最后,将彩色反射率和表面梯度数据重新组合,形成外观高度逼真的皮肤表面虚拟图像。

结论

新型彩色光度立体相机产生的皮肤和皮肤肿瘤图像中,与皮下色素分布相关的反射率信息与表面地形信息分离。该系统生成的用于视觉或自动分析的总信息可能比单独的传统摄影或皮肤镜检查更多。有必要对其进行进一步开发和更广泛的临床评估,以确定其在包括远程皮肤病学应用在内的广泛皮肤科任务中的实用性和作用。

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