Stereo Reconstruction from Multiperspective Panoramas

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 26, Issue 1, 2004, Pages 45-62

  Li, Yin ^a   Shum, Heung Yeung ^b   Tang, Chi Keung ^a   Szeliski, Richard ^c  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

^b MICROSOFT RESEARCH ASIA   (China)

^c MICROSOFT RESEARCH   (United States)

Author keywords

Correspondence; Epipolar geometry; Multibaseline stereo; Multiperspective panorama; Plane sweep stereo; Stereo; Tensor voting

Indexed keywords

CORRESPONDENCE; EPIPOLAR GEOMETRY; MULTIBASELINE STEREO; MULTIPERSPECTIVE PANORAMA; PLANE SWEEP STEREO; STEREO RECONSTRUCTION; TENSOR VOTING;

ALGORITHMS; CAMERAS; CONSTRAINT THEORY; IMAGE ANALYSIS; INTERPOLATION; PATTERN MATCHING; STEREO VISION;

IMAGE RECONSTRUCTION;

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

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

EID: 0742286184     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2004.1261078     Document Type: Article

References (34)

1. S. Baker, R. Szeliski, and P. Anandan, "A Layered Approach to Stereo Reconstruction," Proc. IEEE CS Conf. Computer Vision and Pattern Recognition, pp. 434-441, June 1998.
2. R. Benosman and J. Devars, "Panoramic Stereovision Vensor," Panoramic Vision: Sensors, Theory, and Applications, pp. 161-168, New York: Springer, 2001.
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. R.C. Bolles, H.H. Baker, and D. Marimont, "Epipolar-Plane Image Analysis: An Approach to Determining Structure from Motion," Int'l J. Computer Vision, vol. 1, pp. 7-55, 1987.
5. R.T. Collins, "A Space-Sweep Approach to True Multi-Image Matching," Proc. IEEE CS Conf. Computer Vision and Pattern Recognition, pp. 358-363, June 1996.
6. S.J. Gortler, R. Grzeszczuk, R. Szeliski, and M. F. Cohen, "The Lumigraph," Proc. ACM SIGGRAPH '96, pp. 43-54, 1996.
7. R. Gupta and R. Hartley, "Linear Pushbroom Cameras," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 9, pp. 963-975, Sept. 1997.
8. H. Ishiguro, M. Yamamoto, and S. Tsuji, "Omni-Directional Stereo," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, no. 2, pp. 257-262, Feb. 1992.
9. D. Jelinek and C.J. Taylor, "View Synthesis with Occlusion Reasoning Using Quasi-Sparse Feature Correspondences," Proc. Seventh European Conf. Computer Vision, vol. 2, pp. 463-478, May 2002.
10. T. Kanade, A. Yoshida, K. Oda, H. Kano, and M. Tanaka, "A Stereo Machine for Video-Rate Dense Depth Mapping and Its New Applications," Proc. IEEE CS Conf. Computer Vision and Pattern Recognition, pp. 196-202, June 1996.
11. S.B. Kang and R. Szeliski, "3-D Scene Data Recovery Using Omnidirectional Multibaseline Stereo," Int'l J. Computer Vision, vol. 25, no. 2, pp. 167-183, Nov. 1997.
12. S.B. Kang, R. Szeliski, and J. Chai, "Handling Occlusions in Dense Multiview Stereo," Proc. IEEE CS Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 103-110, Dec. 2001.
13. R. Koch, M. Pollefeys, and L. Van Gool, "Multi Viewpoint Stereo from Uncalibrated Video Sequences," Proc. fifth European Conf. Computer Vision, vol. 1, pp. 55-71, June 1998.
14. V. Kolmogorov and R. Zabih, "Multi-Camera Scene Reconstruction via Graph Cuts," Proc. Seventh European Conf. Computer Vision, vol. 3, pp. 82-96, May 2002.
15. K.N. Kutulakos and S.M. Seitz, "A Theory of Shape by Space Carving," Proc. Seventh Int'l Conf. Computer Vision, pp. 307-314, Sept. 1999.
16. M. Levoy and P. Hanrahan, "Light Field Rendering," Proc. ACM SIGGRAPH '96, pp. 31-42, 1996.
17. Y. Li, C.-K. Tang, and H.-Y. Shum, "Efficient Dense Depth Estimation from Dense Multiperspective Panoramas," Proc. Eighth Int'l Conf. Computer Vision, pp. 119-126, 2001.
18. L. McMillan and G. Bishop, "Plenoptic Modeling: An Image-Based Rendering System," Proc. ACM SIGGRAPH '95, pp. 39-46, 1995.
19. G. Medioni, M. Lee, and C. Tang, A Computational Framework for Feature Extraction and Segmentation. Amsterdam: Elsevier Science, 2000.
20. 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.
21. T. Pajdla, "Stereo with Oblique Cameras," Int'l J. Computer Vision, vol. 47, nos. 1-3, pp. 161-170, Apr. 2002.
22. S. Peleg, M. Ben-Ezra, and Y. Pritch, "Omnistereo: Panoramic Stereo Imaging," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 3, pp. 279-290, Mar. 2001.
23. S. Peleg and J. Herman, "Panoramic Mosaics by Manifold Projection," Proc. IEEE CS Conf. Computer Vision and Pattern Recognition, pp. 338-343, June 1997.
24. P. Rademacher and G. Bishop, "Multiple-Center-of-Projection Images," Proc. ACM SIGGRAPH '98, pp. 199-206, July 1998.
25. D. Scharstein and R. Szeliski, "Stereo Matching with Nonlinear Diffusion," Int'l J. Computer Vision, vol. 28, no. 2, pp. 155-174, July 1998.
26. 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, May 2002.
27. S. Seitz and C. Dyer, "Photorealistic Scene Reconstruction by Voxel Coloring," Int'l J. Computer Vision, vol. 25, no. 3, Nov. 1999.
28. S. Seitz and J. Kim, "The Space of All Stereo Images," Int'l J. Computer Vision, vol. 48, no. 1, pp. 21-38, June 2002.
29. H. Shum, A. Kalai, and S. Seitz, "Omnivergent Stereo," Proc. Int'l Conf. Computer Vision, pp. 22-29, 1999.
30. H.-Y. Shum and L.-W. He, "Rendering with Concentric Mosaics," Proc. ACM SIGGRAPH '99, pp. 299-306, 1999.
31. H.-Y. Shum and R. Szeliski, "Stereo Reconstruction from Multi-perspective Panoramas," Proc. Seventh Int'l Conf. Computer Vision, pp. 14-21, 1999.
32. R. Szeliski and P. Golland, "Stereo Matching with Transparency and Matting," Int'l J. Computer Vision, special issue for Marr Prize papers, vol. 32, no. 1, pp. 45-61, Aug. 1999.
33. R. Szeliski and D. Scharstein, "Symmetric Sub-Pixel Stereo Matching," Proc. Seventh European Conf. Computer Vision, vol. 2, pp. 525-540, May 2002.
34. D.N. Wood, et al., "Multiperspective Panoramas for Cel Animation," Proc. ACM SIGGRAPH '97, pp. 243-250, Aug. 1997.