Self-organizing shape from shading method based on hybrid reflection model

Lixin Tang; Bin Xu; Hanmin Shi

doi:10.1117/12.751078

15 November 2007 Self-organizing shape from shading method based on hybrid reflection model

Lixin Tang, Bin Xu, Hanmin Shi

Proceedings Volume 6788, MIPPR 2007: Pattern Recognition and Computer Vision; 678828 (2007) https://doi.org/10.1117/12.751078
Event: International Symposium on Multispectral Image Processing and Pattern Recognition, 2007, Wuhan, China

Abstract

In this paper we present a novel self-organizing shape from shading method based on hybrid reflection model which includes diffuse and specular reflection components. Using this method, the shape of an object surface is recovered in two steps. Firstly, a grayscale image of the surface is separated into diffuse and specular components, and a new image only composed of diffuse component is created. Secondly, a self-organizing shape from shading algorithm is performed for the new image, and the 3D shape of the surface is generated. The experimental results for synthetic and real images demonstrate the availability and feasibility of our method.

Citation Download Citation

Lixin Tang, Bin Xu, and Hanmin Shi "Self-organizing shape from shading method based on hybrid reflection model", Proc. SPIE 6788, MIPPR 2007: Pattern Recognition and Computer Vision, 678828 (15 November 2007); https://doi.org/10.1117/12.751078

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