Title :
Variable-blocksize disparity estimation in stereoscopic imagery
Author :
Sodagari, Shabnam ; Dubois, Eric
Author_Institution :
Sch. of Inf. Technol. & Eng., Ottawa Univ., Ont., Canada
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;
Conference_Titel :
Electrical and Computer Engineering, 2003. IEEE CCECE 2003. Canadian Conference on
Print_ISBN :
0-7803-7781-8
DOI :
10.1109/CCECE.2003.1226318