Segmentation and factorization-based motion and structure estimation for long image sequences

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 20, Issue 2, 1998, Pages 206-211

  Debrunner, Christian ^a   Ahuja, Narendra ^b  

^a LOCKHEED MARTIN   (United States)

^b University of Illinois at Urbana Champaign   (United States)

Author keywords

Image motion factorization; Image segmentation; Motion estimation; Motion sequence segmentation; Motion understanding; Multiple motion segmentation; Point tracking; Trajectory detection

Indexed keywords

ALGORITHMS; IMAGE UNDERSTANDING; OBJECT RECOGNITION;

IMAGE MOTION FACTORIZATION; MOTION SEQUENCE SEGMENTATION;

IMAGE SEGMENTATION;

EID: 0032003655     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.659941     Document Type: Article

References (21)

1. S.D. Blostein A Sequential Hypothesis Testing Approach to Detecting Small Moving Objects in Image Sequences IEEE Trans. Signal Processing pp. 1611-1629 July 1991.
2. C. Debrunner and N. Ahuja A Direct Data Approximation Based Motion Estimation Algorithm Proc. Wth Int l Conf. Pattern Recognition pp. 384-389 Atlantic City N.J. June 1990.
3. C. Debrunner Structure and Motion From Long Image Sequences PhD dissertation Univ. of Illinois at UrbanaChampaign Aug. 1990.
4. C. Debrunner and N. Ahuja Estimation of Structure and Motion From Extended Point Trajectories unpublished manuscript.
5. S. Ullman The Interpretation of Structure From Motion Proc. Royal Soc. London vol. 203 pp. 405-4261979.
6. S. Ranade and A. Rosenfeld Point Pattern Matching by Relaxation Pattern Recognition vol. 12 no. 4 pp. 269-2751980.
7. J. Fang and T. S. Huang Some Experiments on Estimating the 3-D Motion Parameters of a Rigid Body From Two Consecutive Image Frames IEEE Trans. Pattern Analysis and Machine Intelligence vol. 6 no. 5 pp. 545-554 Sept. 1984.
8. I.K. Sethi and R. Jain Finding Trajectories of Feature Points in a Monocular Image Sequence IEEE Trans. Pattern Analysis and Machine Intelligence vol. 9 no. 1 pp. 56-73 Jan. 1987.
9. V. Salari and I.K. Sethi Correspondence in Presence of Occlusion Proc. IEEE CS Workshop Computer Vision pp. 327-330 Miami Beach Fla. Nov. 1987.
10. I.K. Sethi V. Salari and S. Vemuri Feature Point Matching Using Temporal Smoothness in Velocity Pattern Recognition Theory and Applications P.A. Devijver and J. Kittler eds. vol. F30 NATO ASI Series pp. 119-131. Berlin and Heidelberg: Springer-Verlag 1987.
11. [II] I.K. Sethi V. Salari and S. Vemuri Image Sequence Segmentation Using Motion Coherence Proc. first Int'l Conf. Computer Vision pp. 667-671 London June 1987.
12. E.C. Hildreth The Measurement of Visual Motion Cambridge Mass.: M.I.T. Press 1984.
13. W.B. Thompson K.M. Mutch and V.A. Berzins Dynamic Occlusion Analysis in Optical Flow Fields IEEE Trans. Pattern Analysis and Machine Intelligence vol. 7 pp. 374-383 July 1985.
14. E.G. Schunk Image Flow Segmentation and Estimation by Constraint Line Clustering IEEE Trans. Pattern Analysis and Machine Intelligence vol. 11 pp. 1010-1027 Oct. 1989.
15. G. Adiv Determining Three-Dimensional Motion and Structure From Optical Flow Generated by Several Moving Objects IEEE Trans. Pattern Analysis and Machine Intelligence vol. 7 pp. 384-401 July 1985.
16. J.R. Bergen P.J. Burt R. Hingorani and S. Peleg Multiple Component Image Motion: Motion Estimation Proc. Int'l Conf. Computer Vision Osaka Japan Dec. 1990.
17. C. Tomasi and T. Kanade Factoring Image Sequences Into Shape and Motion Proc. IEEE Motion Workshop pp. 21-28 Princeton N.J. Oct. 1991.
18. T. Kanade personal communication Oct. 1991.
19. T.E. Boult and L.G. Brown Factorization-Based Segmentation of Motions Proc. IEEE Motion Workshop pp. 21-28 Princeton N.J. Oct. 1991.
20. S.Y. Kung K.S. Arun and D.V.B. Rao State-Space and SingularValue Decomposition-Based Approximation Methods for the Harmonic Retrieval Problem J. Optical Soc. Am. vol. 73 pp. 1799-1811 Dec. 1983.
21. J. Weng T. S. Huang and N. Ahuja Motion and Structure From Two Perspective Views: Algorithms Error Analysis and Error Estimation IEEE Trans. Pattern Analysis and Machine Intelligence vol. 11 pp. 451-476 May 1989.