A new stereo matching algorithm based on Bayesian model

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 5, Issue , 1998, Pages 2769-2772

  Lee, Sang Hwa ^a   Park, Jong Il ^a   Lee, Choong Woong ^a  

^a Seoul National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CONVENTIONAL METHODS; INDEPENDENCE PROPERTIES; JOINT PROBABILITY DISTRIBUTIONS; NEIGHBORHOOD SYSTEMS; PROBABILISTIC MODELING; PROBABILISTIC MODELS; STEREO MATCHING ALGORITHM; SUM OF SQUARED DIFFERENCES;

ALGORITHMS; PROBABILITY DISTRIBUTIONS; SIGNAL PROCESSING;

BAYESIAN NETWORKS;

EID: 0031624356     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.1998.678097     Document Type: Conference Paper

References (11)

1. Rafael C. Gonzalez, Digital Image Processing. Addison Wesley, 1994.
2. R. Chellappa and A. Jain, Markov Random Fields. Academic Press, 1993.
3. S. Geman and D. Geman, "Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images," IEEE Trans, on Pattern Analysis and Ma-chine Intelligence, Vol. PAMI-6, No. 6, pp. 721-741, Nov. 1984.
4. Gang Xu and Zhengyou Zhang, Epipolar Geometry in Stereo, Motion and Object Recognition. Kluwer Aca-demic Publishers, 1996.
5. U. R. Dhond and J. K. Aggarwal, "Structure from stereo-A review," Trans, on Systems, Man. and Cy-bern. Vol.19 No.6, pp.1489-1510, Nov./Dec. 1989.
6. D. Scharstein, "Matching Images by Comparing their gradient fields," Proc. of International Conference on Pattern Recognition(ICPR'94) Vol. 1, pp. 572-575, Oct. 1994.
7. Ze-Nian Li and Gongzuh Hu, "Analysis of Disparity Gradient Based Cooperative Stereo," IEEE Trans, on Image Processing, Vol. 5, No. 11, pp.1493-1506, Nov. 1996.
8. R. Szeliski and G. Hinton, "Solving randon-dot stere-ograms using the heat equation," Proc. of IEEE Com-puter Society Conference on Computer Vision and Pat-tern Recognition(CVPR'94), pp.194-201, June, 1994.
9. D. Scharstein and R. Szeliski, "Stereo Matching with Non-Linear Diffusion," Proc. of In IEEE Computer Society Conference on Computer Visio and Pattern Recognition (CVPR-96), pp. 343-350, San Francisco, CA, June 1996.
10. D. Scharstein, View Synthesis Using Stereo Vision, Dissertation for Ph. D Degree, Cornell University, Feb. 1997.
11. T. Kanade and M. Okutomi, "A stereo matching algo-rithm with an adaptive window: Theory and experi-ment," IEEE Trans, on Pattern Analysis and Machine Intelligence, Vol. PAMI-16, No.9, pp.920-932, Sept. 1994.