DocumentCode :
397114
Title :
Generation of virtual images under different lighting conditions*
Author :
Li, Zhanwei ; Sun, Jizhou ; Zhang, Jiawan ; Wei, Zunce
Author_Institution :
Tianjin Univ., China
Volume :
2
fYear :
2003
fDate :
4-7 May 2003
Firstpage :
1383
Abstract :
In this paper, a new method of generating virtual images of the same scene under different lighting conditions is presented, and the inherent relations of color values and outside lighting conditions are discovered by the use of general regression neural networks. As a result, novel images of same scene under different lighting conditions can be deduced from known scene image. The method can infer the change of lighting in the scene without any space geometry informations. Dynamic reconstruction of scene can be reached combining IBMR techniques.
Keywords :
image colour analysis; image reconstruction; neural nets; regression analysis; rendering (computer graphics); color value; dynamic reconstruction; general regression neural network; image-based modeling-rendering; lighting condition; outside lighting condition; scene image; space geometry information; virtual image generation; Eyes; Geometry; Image analysis; Image color analysis; Image generation; Image reconstruction; Layout; Neural networks; Rendering (computer graphics); Software tools;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Computer Engineering, 2003. IEEE CCECE 2003. Canadian Conference on
ISSN :
0840-7789
Print_ISBN :
0-7803-7781-8
Type :
conf
DOI :
10.1109/CCECE.2003.1226158
Filename :
1226158
Link To Document :
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