DocumentCode
2508983
Title
Recovering 3D Shape Using an Improved Fast Marching Method
Author
Zou, Chengming ; Hancock, Edwin
Author_Institution
Dept. of Comput. Sci., Wuhan Univ. of Technol., Wuhan, China
fYear
2010
fDate
23-26 Aug. 2010
Firstpage
1678
Lastpage
1681
Abstract
In this paper we present an improved shape from shading method using improved fast marching method. We commence by showing how to recover 3D shape from a single image using an improved fast marching method for solving SFS problem. Then we use the level set method constrained by energy minimization to evolve the 3D shape. Finally we show that the method can recover stable surface estimates from both synthetic and real world images of complex objects. The experimental results show that the resulting method is both robust and accurate.
Keywords
estimation theory; minimisation; realistic images; shape recognition; 3D shape; SFS problem; complex objects; energy minimization; improved fast marching method; level set method; real world images; shading method; stable surface estimates; synthetic images; Equations; Face; Mathematical model; Pixel; Shape; Surface treatment; Three dimensional displays; 3D shape; fast marching method; level set; shape from shading;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location
Istanbul
ISSN
1051-4651
Print_ISBN
978-1-4244-7542-1
Type
conf
DOI
10.1109/ICPR.2010.415
Filename
5597489
Link To Document