DocumentCode
1971786
Title
Variable-blocksize disparity estimation in stereoscopic imagery
Author
Sodagari, Shabnam ; Dubois, Eric
Author_Institution
Sch. of Inf. Technol. & Eng., Ottawa Univ., Ont., Canada
Volume
3
fYear
2003
fDate
4-7 May 2003
Firstpage
2047
Abstract
This paper addresses the problem of developing and implementing a variable block size (quadtree splitting) disparity estimation technique that is optimized for use in compression of stereo pairs and studying its performance over a range of rate/distortion constraints. First the constrained optimization problem is formulated as an unconstrained one using the Lagrange multiplier approach. Then by solving the optimization problem using dynamic programming, the optimal variables representing the optimal quadtree structure and the quantizer for each node are determined.
Keywords
data compression; dynamic programming; image coding; quadtrees; rate distortion theory; stereo image processing; Lagrange multiplier approach; constrained optimization problem formulation; distortion constraint; dynamic programming; optimal quadtree structure representation; quantizer; rate constraint; stereo pair compression; stereoscopic imagery; variable-blocksize disparity estimation; Constraint optimization; Design for disassembly; Discrete cosine transforms; Dynamic programming; Eyes; Image coding; Information technology; Lagrangian functions; Rate-distortion; Robot vision systems;
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.2003.1226318
Filename
1226318
Link To Document