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Abstract: While different optical flow techniques continue to appear, there has been a lack of quantitative evaluation of existing methods. For a common set of real and synthetic image sequences, we report the results of a number of regularly cited optical flow techniques, including instances of differential, matching, energy-based and phase-based methods. Our comparisons are primarily empirical, and concentrate on the accuracy, reliability and density of the velocity measurements; they show that... (Update)
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BibTeX entry: (Update)
J. L. Barron, D. J. Fleet, S. S. Beauchemin, and T. A. Burkitt. Performance of optical flow techniques. CVPR, 1992. http://citeseer.ist.psu.edu/barron92performance.html More
@article{ barronperformance,
author = "Barron, J.L. and Fleet, D.J. and Beauchemin, S.S. and Burkitt , T.A.",
title = "Performance Of Optical Flow Techniques",
journal = "CVPR",
volume = "92",
pages = "236-242",
url = "citeseer.ist.psu.edu/barron92performance.html" }
Citations (may not include all citations):755 Determining optical flow (context) - Schunck - 1981 ACM DBLP
502 Performance of optical flow techniques - Barron, Fleet et al. - 1992 ACM
492 An iterative image registration technique with an applicatio.. - Lucas, Kanade - 1981
437 The Laplacian pyramid as a compact image code - Burt, Adelson - 1983 ACM
339 Theory of edge detection (context) - Marr, Hildreth - 1980
257 A computational framework and an algorithm for the measureme.. (context) - Anandan - 1989
198 Spatiotemporal energy models for the perception of motion - Adelson, Bergen - 1985
153 Computation of component image velocity from local phase inf.. (context) - Fleet, Jepson - 1990 ACM
105 An investigation of smoothness constraints for the estimatio.. (context) - Nagel, Enkelmann - 1986 ACM
103 Probability distributions of optical flow - Simoncelli, Adelson et al. - 1991
92 Direct methods for recovering motion (context) - Weldon - 1988 ACM
82 the estimation of optical flow: Relations between different .. (context) - On - 1987
82 Optical flow using spatiotemporal filters (context) - Heeger - 1988
68 Model for the extraction of image flow (context) - Heeger - 1987
64 Model of human visual-motion sensing (context) - Watson, Ahumada - 1985
55 A computational approach to motion perception (context) - Uras, Girosi et al. - 1988
55 Displacement vectors derived from second-order intensity var.. (context) - Nagel - 1983
52 Multidimensional orientation estimation with applications to.. (context) - Bigun, Granlund et al. - 1991 ACM DBLP
49 Optical flow estimation: An error analysis of gradient-based.. (context) - Kearney, Thompson et al. - 1987 ACM
47 Measurement of Image Velocity (context) - Fleet - 1992 ACM
45 Velocity determination in scenes containing several moving o.. (context) - Fennema, Thompson - 1979
44 Distributed Representation and Analysis of Visual Motion - Simoncelli - 1993 ACM
40 Measuring Visual Motion from Image Sequences (context) - Anandan - 1987 ACM
34 Rotationally invariant image operators (context) - Beaudet - 1978
34 Optic Flow Computation: A Unified Perspective (context) - Singh - 1992
30 The extraction of spatiotemporal energy in human and machine.. (context) - Adelson, Bergen - 1986
29 Direct passive navigation (context) - Negahdaripour, Horn - 1987 ACM
27 A data set for quantitative motion analysis (context) - Dutta, Manmatha et al. - 1989 ACM
25 Velocity estimation from image sequences with second order d.. (context) - Tretiak, Pastor - 1984
22 An estimation-theoretic framework for image-flow computation (context) - Singh - 1990
20 Against quantitative optical flow (context) - Verri, Poggio - 1987
20 a constraint equation for the estimation of displacement rat.. (context) - On - 1989
18 Adaptive Multidimensional Filtering (context) - Haglund - 1992
18 Subspace Methods for Recovering Rigid Motion (context) - Jepson, Heeger - 1990
17 The feasibility of motion and structure from noisy time-vary.. (context) - Jepson, Tsotsos - 1990 ACM
16 Generalized Image Matching by the Method of Differences (context) - Lucas - 1984 ACM
15 Direct processing of curvilinear sensor motion from a sequen.. (context) - Aloimonos, Brown - 1984
14 Active egomotion estimation: a qualitative approach (context) - Aloimonos, Duric - 1992 DBLP
14 Analysis of differential and matching methods for optical fl.. (context) - Little, Verri - 1989 ACM
13 Elaborated Reichardt detectors (context) - Sperling - 1985
12 Multiresolution flow-through motion analysis (context) - Burt, Yen et al. - 1983
11 The computation of the velocity field (context) - Hildreth - 1984
10 Parallel optical flow using local voting (context) - Little, Bulthoff et al. - 1988
8 Constraints for the computation of optical flow (context) - Girosi, Verri et al. - 1989
8 Computation of optic flow from the motion of edge features i.. (context) - Buxton, Buxton - 1984
8 The motion constraint equation for optical flow (context) - Schunck - 1984
6 Convected activation profiles and receptive fields for real .. (context) - Waxman, Wu et al. - 1988
5 A model for the estimation of local image velocity by cells .. (context) - Grzywacz, Yuille - 1990
3 Estimation of velocity (context) - Barman, Haglund et al. - 1991
3 Image flow continuity equations for motion and density (context) - Schunck - 1986
2 Toward real-time optical flow (context) - Fleet, Langley - 1993
2 Contour evolution (context) - Waxman, Wohn - 1985
2 Image sequence analysis of complex physical objects: nonline.. (context) - Jahne - 1987
1 Surface orientation and time to contact from image divergenc.. (context) - Cippola, Blake - 1992 ACM DBLP
1 Scene matching through hierarchical correlation (context) - Glazer, Reynolds et al. - 1983
1 Temporal edges: The detection of motion and the computation .. (context) - Duncan, Chou - 1988
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.qucis.queensu.ca/home/fleet/research/papers.html): More
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