DocumentCode :
3363871
Title :
Visual fatigue evaluation and enhancement for 2D-plus-depth video
Author :
Choi, Jaeseob ; Kim, Donghyun ; Ham, Bumsub ; Choi, Sunghwan ; Sohn, Kwanghoon
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
fYear :
2010
fDate :
26-29 Sept. 2010
Firstpage :
2981
Lastpage :
2984
Abstract :
A 3D video is expected to be a representative technique of realistic system but still has some problems such as visual fatigue and headache. In this paper, we propose a visual fatigue evaluation algorithm to predict the degree of visual fatigue from a 2D-plus-depth video. Spatial and temporal characteristics of the depth video are main factors of visual fatigue for autostereoscopic displays. Using depth image directly, we estimate spatial and temporal complexities, depth position and scene movement of the 3D video. Then, the overall visual fatigue of the 3D video is evaluated to have higher correlation with subjective fatigue evaluation by a linear regression. Moreover we control the pixel value of depth image from the 3D video which may induce severe fatigue to make more comfortable 3D video. The results of proposed algorithm show a considerable correlation with subjective visual fatigue.
Keywords :
regression analysis; three-dimensional displays; video signal processing; 2D-plus-depth video; 3D video; autostereoscopic displays; depth image; depth position; linear regression; realistic system; representative technique; scene movement; spatial characteristics; spatial complexities; subjective fatigue evaluation; subjective visual fatigue; temporal characteristics; temporal complexities; visual fatigue evaluation; Complexity theory; Correlation; Fatigue; HDTV; Pixel; Three dimensional displays; Visualization; 2D-plus-depth; 3D video; visual fatigue;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
ISSN :
1522-4880
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2010.5653389
Filename :
5653389
Link To Document :
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