Solving the shape-from-shading problem on the CM-5

M. Brooks, W. Chojnacki, A. van den Hengel
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引用次数: 2

Abstract

We consider the problem of recovering surface shape from image shading for the situation in which a distant overhead "sun" illuminates a Lambertian surface. An iterative scheme is presented which requires no prerequisite shape information. This scheme forms the basis for a parallel algorithm implemented on a CM-5. Performance of the CM-5 implementation is compared with that of a sequential implementation running on a Sun Sparc 2. Also considered are the complexity and scalability of the parallel algorithm as a function of image size and number of processors, respectively.
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解决CM-5上的形状-阴影问题
我们考虑从图像阴影中恢复表面形状的问题,在这种情况下,一个遥远的头顶“太阳”照亮了一个朗伯曲面。提出了一种不需要先验形状信息的迭代算法。该方案构成了在CM-5上实现并行算法的基础。CM-5实现的性能与在Sun Sparc 2上运行的顺序实现的性能进行了比较。同时还考虑了并行算法的复杂性和可扩展性作为图像大小和处理器数量的函数。
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Object parts matching using Hopfield neural networks Systolic cellular logic: architecture and performance evaluation Hierarchical and modular attention Parallelizable asychronous by blocks algorithms for neural computing Solving the shape-from-shading problem on the CM-5
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