使用实时光度立体和反射率变换的表面增强

T. Malzbender, Bennett Wilburn, Dan Gelb, Bill Ambrisco
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引用次数: 91

摘要

光度立体从不同光照条件下的表面图像中恢复每像素的表面方向估计。根据恢复的法线方向变换反射率有助于增强表面细微细节的外观。我们提出了第一个实现实时光度立体和反射率变换的系统。高速摄像机、计算机控制的光源和快速GPU实现算法使这两种方法都成为可能。我们还提出了一种新颖的gpu加速法向转换,在重新照明之前“放大”形状细节。通过将标准图像处理方法应用于我们的计算法向图像,我们可以选择性地增强不同频率下的表面细节。我们的系统允许取证,考古学和皮肤病学等领域的用户通过简单地将它们放在相机前来调查物体和表面。还可以从提取的法向场中进行测量表面粗糙度的实时分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Surface enhancement using real-time photometric stereo and reflectance transformation
Photometric stereo recovers per-pixel estimates of surface orientation from images of a surface under varying lighting conditions. Transforming reflectance based on recovered normal directions is useful for enhancing the appearance of subtle surface detail. We present the first system that achieves real-time photometric stereo and reflectance transformation. A high-speed video camera, computer controlled light sources and fast GPU implementations of the algorithms enable both methods. We also present novel GPU-accelerated normal transformations before relighting that "amplify" shape detail. By applying standard image processing methods to our computed normal image, we can selectively enhance surface detail at different frequencies. Our system allows users in fields such as forensics, archeology and dermatology to investigate objects and surfaces by simply holding them in front of the camera. Real-time analysis of surface roughness for metrology can also be performed from the extracted normal field.
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