Closed-form linear solution to motion estimation in disparity space

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2006, Pages 268-275

  Derpanis, Konstantinos G ^a   Chang, Peng ^a  

^a SARNOFF CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COST; EUCLIDEAN RECONSTRUCTION;

ALGORITHMS; APPROXIMATION THEORY; PROBLEM SOLVING; SENSORS; STEREO VISION;

MOTION ESTIMATION;

EID: 34547346698     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Z. Sun, G. Bebis, and R. Miller, "On-road vehicle detection using optical sensors: a review," 2004.
2. M. Bertozzi, A. Broggi, A. Fascioli, and S. Nichele, "Stereo vision-based vehicle detection," 2000.
3. M. Suwa, Y. Wu, and M. Kobayashi, "A stereo-based vehicle detection method under windy conditions," 2000.
4. N. Srinivasa, "A vision-based vehicle detection and tracking method for forward collision warning," 2002.
5. D. Gavrila, "Pedestrian detection from a moving vehicle," in European Conference on Computer Vision, 2000, pp. 37-49.
6. M. Bertozzi, A. Broggi, R. Chapuis, F. Chausse, A. Fascioli, and A. Tibaldi, "Shape based pedestrian detection and localization," 2003.
7. S. Nedevschi, R. Danescu, T. Marita, F. Oniga, C. Pocol, S. Sobol, T. Graf, and R. Schmidt, "Driving environment perception using stereovision," in IEEE Intelligent Vehicles Symposium, 2005.
8. L. Matthies and S. Shafer, "Error modeling in stereo navigation," IEEE Trans. on Rob. and Auto., vol. 3, pp. 239-248, 1987.
9. C. Olson, L. Matthies, M. Schoppers, and M. Maimone, "Robust stereo ego-motion for long distance navigation," in CVPR, 1999.
10. P. Chang, T. Camus, and R. Mandelbaum, "Stereo based vision system for automotive imminent collision detection," in IEEE Intelligent Vehicles Symposium, 2004.
11. D. Eggert, A. Lorusso, and R. Fisher, "Estimating 3d rigid body transformations: a comparison of four major algorithms," Mack Vis. and Appl. vol. 9, pp. 272-290, 1997.
12. B. Matei and P. Meer, "Optimal rigid motion estimation and performance evaluation with bootstrap," in CVPR, 1999.
13. D. Demirdjian and T. Darrell, "Using multiple-hypothesis disparity maps and image velocity for 3-d motion estimation." IJCV, vol. 47, no. 1-3, pp. 219-22, 2002.
14. M. Agrawal, K. Konolige, and L. Iocchi, "Real-time detection of independent motion using stereo," in Motion, 2005.
15. M. Harville, A. Rahimi, T.Darrell, G. Gordon, and J. Woodfill, "3d pose tracking with linear depth and brightness constraints," in ICCV, 1999.
16. R. Mandelbaum, G. Salgian, and H. Sawhney, "Correlation-based estimation of ego-motion and structure from motion and stereo," in ICCV, 1999.
17. D. Demirdjian and T. Darrell, "Motion estimation from disparity images," in IEEE International Conference on Computer Vision, 2001, pp. I: 213-218.
18. K. Levenberg, "A method for the solution of certain problems in least squares," in Quarterly of Applied Mathematics, vol. 2, 1944.
19. D. Marquardt, "An algorithm for least-squares estimation of nonlinear parameters," SIAM Journal on Applied Mathematics, vol. 11, pp. 431-441, 1963.
20. R. Hartley, "In defense of the eight-point algorithm," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 6, pp. 580-593, June 1997.
21. B. Matei and P. Meer, "A general method for errors-in-variables problems in computer vision," in CVPR, 2000, pp. 11:18-25.
22. M. Mühlich and R. Mester, "The role of total least squares in motion analysis," in European Conference on Computer Vision, 1998.
23. D. Demirdjian and T. Darrell, "Using multiple-hypothesis disparity maps and image velocity for 3-d motion estimation," Internation Journal of Computer Vision, vol. 47, no. 1-3, pp. 219-228, April 2002.
24. K. Arun, T. Huang, and S. Blostein, "Least-squares fitting of two 3-D point sets," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 9, no. 5, pp. 698-700, September 1987.