Title :
Relations between Surface Gradient Maps in Frequency Domain and Application in Diffuse Component Detection
Author :
Liang, Zuojuan ; Dong, Junyu ; Dong, Xinghui ; Hu, Xiaoming ; Xu, Jianliang
Author_Institution :
Dept. of Comput. Sci., Ocean Univ. of China, Qingdao, China
Abstract :
This paper examines the relationships between surface gradient maps in frequency domain and applies the relationships to detect the diffuse component using a set of images. In our method, we first assume the diffuse component can be expressed by the Lambertian model, and then we obtain a set of surface gradient pairs by selecting different pixel values produced by different illumination directions. We use the relation between surface gradient maps as a constraint to select the optimized surface gradient maps pair, which can be further used to obtain diffuse parameters. Experimental results based on real surface textures are presented.
Keywords :
frequency-domain analysis; gradient methods; image recognition; reflectivity; Lambertian model; diffuse component detection; pixel value; surface gradient map; Filters; Frequency domain analysis; Intelligent systems; Lighting; Optical reflection; Photometry; Polarization; Reflectivity; Sea surface; Surface texture; Diffuse Component; Frequency Domain; Surface Gradient Maps;
Conference_Titel :
Intelligent Systems, 2009. GCIS '09. WRI Global Congress on
Conference_Location :
Xiamen
Print_ISBN :
978-0-7695-3571-5
DOI :
10.1109/GCIS.2009.300