Sampling the Disparity Space Image

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 26, Issue 3, 2004, Pages 1000-9999

  Szeliski, Richard ^a   Scharstein, Daniel ^b  

^a MICROSOFT RESEARCH   (United States)

^b MIDDLEBURY COLLEGE   (United States)

Author keywords

Aliasing; Disparity space image; Matching cost; Stereo algorithms; Subpixel sampling

Indexed keywords

ALGORITHMS; CHARGE COUPLED DEVICES; FUNCTIONS; GAUSSIAN NOISE (ELECTRONIC); GLOBAL OPTIMIZATION; INTERPOLATION; SAMPLING; SIGNAL PROCESSING;

ALIASING; DISPARITY SPACE IMAGE (DSI); MATCHING COSTS; STEREO ALGORITHMS; SUBPIXEL SAMPLING;

IMAGE ANALYSIS;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER GRAPHICS; EVALUATION; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION RETRIEVAL; MATHEMATICAL COMPUTING; METHODOLOGY; PHOTOGRAPHY; REPRODUCIBILITY; SAMPLE SIZE; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; THREE DIMENSIONAL IMAGING; VALIDATION STUDY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER GRAPHICS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; INFORMATION STORAGE AND RETRIEVAL; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; PHOTOGRAMMETRY; REPRODUCIBILITY OF RESULTS; SAMPLE SIZE; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 1342282153     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2004.1262341     Document Type: Article

References (20)

1. P. Anandan, "A Computational Framework and an Algorithm for the Measurement of Visual Motion," Int'l J. Computer Vision, vol. 2, no. 3, pp. 283-310, 1989.
2. P.N. Belhumeur, "A Bayesian Approach to Binocular Stereopsis," Int'l J. Computer Vision, vol. 19, no. 3, pp. 237-260, 1996.
3. S. Birchfield and C. Tomasi, "A Pixel Dissimilarity Measure that Is Insensitive to Image Sampling," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 20, no. 4, pp. 401-406, Apr. 1998.
4. S. Birchfield and C. Tomasi, "Multiway Cut for Stereo and Motion with Slanted Surfaces," Int'l Conf. Computer Vision, pp. 489-495, 1999.
5. A.F. Bobick and S.S. Intille, "Large Occlusion Stereo," Int'l J. Computer Vision, vol. 33, no. 3, pp. 181-200, 1999.
6. Y. Boykov, O. Veksler, and R. Zabih, "Fast Approximate Energy Minimization via Graph Cuts," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 11, pp. 1222-1239, Nov. 2001.
7. K.N. Kutulakos, "Approximate N-View Stereo," Proc. European Conf. Computer Vision, vol. I, pp. 67-83, 2000.
8. C. Loop and Z. Zhang, "Computing Rectifying Homographies for Stereo Vision," Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. I, pp. 125-131, 1999.
9. B.D. Lucas and T. Kanade, "An Iterative Image Registration Technique with an Application in Stereo Vision," Proc. Int'l Joint Conf. Artificial Intelligence, pp. 674-679, 1981.
10. L.H. Matthies, R. Szeliski, and T. Kanade, "Kalman Filter-Based Algorithms for Estimating Depth from Image Sequences," Int'l J. Computer Vision, vol. 3, pp. 209-236, 1989.
11. M. Okutomi and T. Kanade, "A Multiple Baseline Stereo," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 15, no. 4, pp. 353-363, Apr. 1993.
12. D. Scharstein and R. Szeliski, "Stereo Matching with Nonlinear Diffusion," Int'l J. Computer Vision, vol. 28, no. 2, pp. 155-174, 1998.
13. D. Scharstein and R. Szeliski, "A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms," Int'l J. Computer Vision, vol. 47, no. 1, pp. 7-42, 2002.
14. M. Shimizu and M. Okutomi, "Precise Sub-Pixel Estimation on Area-Based Matching," Int'l Conf. Computer Vision, vol. I, pp. 90-97, 2001.
15. R. Szeliski and M.R. Ito, "New Hermite Cubic Interpolator for Two-Dimensional Curve Generation," IEE Proc. E, vol. 133, no. 6, pp. 341-347, 1986.
16. R. Szeliski and D. Scharstein, "Symmetric Sub-Pixel Stereo Matching," Proc. European Conf. Computer Vision, vol. II, pp. 525-540, 2002.
17. H. Tao, H.S. Sawhney, and R. Kumar, "A Global Matching Framework for Stereo Computation," Proc. Int'l Conf. Computer Vision, vol. I, pp. 532-539, 2001.
18. Q. Tian and M.N. Huhns, "Algorithms for Subpixel Registration, " Computer Vision, Graphics, and Image Processing, vol. 35, pp. 220-233, 1986.
19. Y. Tsin, V. Ramesh, and T. Kanade, "Statistical Calibration of CCD Imaging Process," Proc. Int'l Conf. Computer Vision, vol. I, pp. 480-487, 2001.
20. Y. Yang, A. Yuille, and J. Lu, "Local, Global, and Multilevel Stereo Matching," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 274-279, 1993.