Title :
Shape from shading with interreflections under proximal light source-3D shape reconstruction of unfolded book surface from a scanner image
Author :
Wada, Toshikazn ; Ukida, Hiroyiki ; Matsuyama, Takashi
Author_Institution :
Dept. of Inf. Technol., Okayama Univ., Japan
Abstract :
We address the problem to recover the 3D shape of an unfolded book surface from the shading information in a scanner image. From a technical point of view, this shape from shading problem in real world environments is characterized by (1) proximal light source, (2) interreflections, (3) moving light source, (4) specular reflection, and (5) nonuniform albedo distribution. Taking all these factors into account, we first formulate the problem based on an iterative nonlinear optimization scheme. Then we introduce piecewise polynomial models of the 3D shape. Image restoration experiments for a real book surface demonstrated that geometric and photometric distortions are almost completely removed by the proposed method
Keywords :
albedo; image restoration; iterative methods; light reflection; light sources; optimisation; piecewise polynomial techniques; 3D shape reconstruction; geometric distortions; image restoration experiments; interreflections; iterative nonlinear optimization scheme; moving light source; nonuniform albedo distribution; photometric distortions; piecewise polynomial models; proximal light source; real world environments; scanner image; shading; specular reflection; unfolded book surface; Books; Image reconstruction; Image restoration; Light sources; Nonlinear distortion; Polynomials; Radio access networks; Rails; Shape; Surface reconstruction;
Conference_Titel :
Computer Vision, 1995. Proceedings., Fifth International Conference on
Conference_Location :
Cambridge, MA
Print_ISBN :
0-8186-7042-8
DOI :
10.1109/ICCV.1995.466805