On robustness and localization accuracy of optical flow computation from color imagery

Proceedings - 2nd International Symposium on 3D Data Processing, Visualization, and Transmission. 3DPVT 2004

Volumn , Issue , 2004, Pages 317-324

  Madjidi, Hossein ^a   Negahdaripour, Shahriar ^a  

^a UNIVERSITY OF MIAMI   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BRIGHTNESS; IMAGE NOISE; OPTICAL FLOW COMPUTATION; TOPOGRAPHICAL VARIATIONS;

CAMERAS; COLOR IMAGE PROCESSING; CONSTRAINT THEORY; FINITE DIFFERENCE METHOD; LIGHT SCATTERING; MATHEMATICAL MODELS; ROBUSTNESS (CONTROL SYSTEMS);

COMPUTER VISION;

EID: 16244407419     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TDPVT.2004.1335219     Document Type: Conference Paper

References (22)

1. Barron, J.L., D.J. Fleet, and S.S. Beauchemin, "Performance of optical flow techniques," IJCV, Vol 12(1), 1994.
2. Barron, J.L., R. Klette, "Quantitative color optical flow," Proc. ICPR'02, Quebec, CA, August, 2002.
3. Black, M., and P. Anandan, "The robust estimation of multiple motions: Parametric and piecewise-smooth flow fields," Comp. Vision & Image Und., Vol 63(1), 1996.
4. Bergen, J.R., P. Anandan, K.J. Hanna, and R. Hingorani, "Hierarchical model-based motion estimation," Proceedings of the European Conference on Computer Vision, pp. 237252, 1992.
5. Fleury, M., A.F. Clark, A.C. Downton, "Evaluating optical-flow algorithms on a parallel machine," IVC, Vol 19 (3), Feb. 2001.
6. Golland, P., "Use of Color for optical flow," M.S. Thesis, Computer Science Dept., Israel Institute of Technology, 1995.
7. Hartley, R., and A. Zisserman, "Multiple View Geometry," Cambridge Univ. Press 2000.
8. Hildreth, E. "Measurement of Visual Motion," MIT Press, Cambride, MA, 1980.
9. Horn, B.K.P. and Schunck, B.G., "Determining Optical Flow," Artif. Intelligence, Vol 17, 1981.
10. Kearney, J.K., W.B. Thompson, and D.L. Boley, "Optical flow estimation: An Error Analysis of Gradient-Based Methods with Local Optimization," IEEE PAMI, Vol 9, No 2, March, 87.
11. Khamene, A. and S. Negahdarpour, "Motion and structure from multiple cues; image motion, shading flow, and stereo disparity," Computer Vision and Image Understanding, Vol. 90, 99127, 2003.
12. Liu, H., T.H. Hong, M. Herman, T.A. Camus, and R. Chellappa, "Accuracy vs. efficiency trade-offs in optical flow algorithms," CVIU, Vol 72 (3), December, 1998.
13. Lucas, B.D. and T. Kanade, "An Iterative Image Registration Technique with an Application to Stereo Vision," IJCAI, 1981.
14. Markandey, V., B.E.Flinchbaugh, "Multispectral Constraints for Optical Flow Computation," ICCV, 1990.
15. McGlamery, B.L., "Computer analysis and simulation of underwater camera system performance," SIO Ref. 75-2, Scripps Inst. of Oceanography, UCSD, January, 1975 (Also in A computer model for underwater camera systems, Ocean Optics VI, Proceedings of SPIE, Monterey, California, October, 1979.
16. McGlamery, B.L., "Computer analysis and simulation of underwater camera system performance," SIO Ref. 75-2, Scripps Inst. of Oceanography, UCSD, January, 1975 (Also in A computer model for underwater camera systems, Ocean Optics VI, Proceedings of SPIE, Monterey, California, October, 1979.
17. Mitiche, A., "Computation of optical flow and rigid motions," Proc. Workshop Comp. Vision: Representation and Control, 1984.
18. Mitiche, A., Y.F. Wang, and J.K. Aggrawal, "Experiments in computing optical flow with the gradient-based, multiconstraint methods," Pattern Recognition, Vol. 20(2), 1988.
19. Negahdaripour, S., "Revised Interpretation of Optical Flow; Integration of Radiometric and Geometric Cues in Optical Flow," PAMI, Vol 20 (9), September, 1998.
20. Negahdaripour, S., X. Xu, "Mosaic-based positioning and improved motion estimation methods for autonomous navigation," IEEE Journal Oceanic Engineering, Vol 27 (1), January, 2002.
21. Negahdaripour, S., H. Madjidi, "Robust optical flow estimation using underwater color images," Proc. Oceans'03, San Diego, Ca, Spetember, 2003.
22. Wohn, K., L.S.Davis, and P.Thrift, "Motion estimation based on multiple local constraints and nonlinear smoothings," Pattern Recognition, Vol 16 (6), 1983.