DocumentCode :
3294271
Title :
Stereo image coding based on binocular energy modeling
Author :
Bensalma, Rafik ; Larabi, Mohamed-Chaker
Author_Institution :
XLIM-SIC Lab., Univ. of Poitiers, Poitiers, France
fYear :
2010
fDate :
26-29 Sept. 2010
Firstpage :
2989
Lastpage :
2992
Abstract :
Stereoscopic imaging technologies are seen as the next generation of visual presentation, improving the quality of experience of the viewer. It uses two different sequences acquired from two regular cameras or from a regular camera with an additional specific depth camera. This means that the size of data is at least doubled. Thus, the coding process becomes very crucial. In this framework, we propose a stereoscopic coder based on visual properties. The matching of two images is computed by a binocular energy model based on the simple and complex cells functions allowing the fusion of both retinal images in the visual cortex. Mathematical functions were used to reproduce the behavior of these cells particularly complex wavelet transform (CWT) and bandelet transform. Our coder output is a disparity map, a residual image and the reference image. The innovative part of this work lies in a matching technique based on the binocular energy. The results are presented in comparative curves with one of the most known coder in literature.
Keywords :
cameras; image coding; image fusion; image matching; image sequences; stereo image processing; visual perception; wavelet transforms; bandelet transform; binocular energy model; cameras; complex cells function; complex wavelet transform; images matching; mathematical function; retinal image fusion; stereo image coding; stereoscopic coder; stereoscopic imaging technology; visual cortex; visual presentation; Computational modeling; Continuous wavelet transforms; Image coding; Mathematical model; Retina; Visualization; bandelet transform; binocular energy; human visual system; stereoscopic coding;
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.2010.5649232
Filename :
5649232
Link To Document :
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