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Volumn 07-12-June-2015, Issue , 2015, Pages 120-130

Efficient sparse-to-dense optical flow estimation using a learned basis and layers

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; FLOW FIELDS; IMAGE MATCHING; OPTICAL FLOWS; STRUCTURAL FRAMES;

EID: 84959241392     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2015.7298607     Document Type: Conference Paper
Times cited : (196)

References (55)
  • 1
    • 85026936388 scopus 로고    scopus 로고
    • http://pcaflow. is. tue. mpg. de
  • 2
    • 34250087462 scopus 로고
    • A computational framework and an algorithm for the measurement of visual motion
    • P. Anandan. A computational framework and an algorithm for the measurement of visual motion. Inter-national Journal of Computer Vision, 2(3):283-310, 1989
    • (1989) Inter-national Journal of Computer Vision , vol.2 , Issue.3 , pp. 283-310
    • Anandan, P.1
  • 4
    • 84908235058 scopus 로고    scopus 로고
    • Fast edge-preserving PatchMatch for large displacement optical flow
    • Dec
    • L. Bao, Q. Yang, and H. Jin. Fast edge-preserving PatchMatch for large displacement optical flow. Im-age Processing, IEEE Transactions on, 23(12):4996-5006, Dec 2014
    • (2014) Im-age Processing, IEEE Transactions on , vol.23 , Issue.12 , pp. 4996-5006
    • Bao, L.1    Yang, Q.2    Jin, H.3
  • 5
    • 0015300540 scopus 로고
    • A class of algorithms for fast digital image registration
    • Feb
    • D. I. Barnea and H. Silverman. A class of algorithms for fast digital image registration. Computers, IEEE Transactions on, C-21(2):179-186, Feb 1972
    • (1972) Computers, IEEE Transactions on , vol.C-21 , Issue.2 , pp. 179-186
    • Barnea, D.I.1    Silverman, H.2
  • 6
    • 0029772518 scopus 로고    scopus 로고
    • The robust estimation of multiple motions: Parametric and piecewise-smooth flow fields
    • M. J. Black and P. Anandan. The robust estimation of multiple motions: Parametric and piecewise-smooth flow fields. Computer Vision and Image Understand-ing, 63(1):75-104, 1996
    • (1996) Computer Vision and Image Understand-ing , vol.63 , Issue.1 , pp. 75-104
    • Black, M.J.1    Anandan, P.2
  • 7
    • 0031249873 scopus 로고    scopus 로고
    • Recognizing facial expressions in image sequences using local parameterized models of image motion
    • M. J. Black and Y. Yacoob. Recognizing facial expressions in image sequences using local parameterized models of image motion. International Journal of Computer Vision, 25(1):23-48, 1997
    • (1997) International Journal of Computer Vision , vol.25 , Issue.1 , pp. 23-48
    • Black, M.J.1    Yacoob, Y.2
  • 9
    • 79551562584 scopus 로고    scopus 로고
    • Large displacement optical flow: Descriptor matching in variational motion estimation
    • March
    • T. Brox and J. Malik. Large displacement optical flow: Descriptor matching in variational motion estimation. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 33(3):500-513, March 2011
    • (2011) Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.33 , Issue.3 , pp. 500-513
    • Brox, T.1    Malik, J.2
  • 10
    • 84867723178 scopus 로고    scopus 로고
    • A naturalistic open source movie for optical flow evaluation
    • Fitzgibbon, S. Lazebnik, P. Perona, Y. Sato, and C. Schmid, editors,Springer Berlin Heidelberg
    • D. J. Butler, J. Wulff, G. B. Stanley, and M. J. Black. A naturalistic open source movie for optical flow evaluation. In A. Fitzgibbon, S. Lazebnik, P. Perona, Y. Sato, and C. Schmid, editors, Computer Vision-ECCV 2012, volume 7577 of Lecture Notes in Com-puter Science, pages 611-625. Springer Berlin Heidelberg, 2012
    • (2012) Computer Vision-ECCV 2012, Volume 7577 of Lecture Notes in Com-puter Science , pp. 611-625
    • Butler, D.J.1    Wulff, J.2    Stanley, G.B.3    Black, M.J.4
  • 12
    • 84898456047 scopus 로고    scopus 로고
    • Motion interpretation using adjustable linear models
    • M. Chessa, F. Solari, S. P. Sabatini, and G. M. Bisio. Motion interpretation using adjustable linear models. In BMVC, pages 1-10, 2008
    • (2008) BMVC , pp. 1-10
    • Chessa, M.1    Solari, F.2    Sabatini, S.P.3    Bisio, G.M.4
  • 14
    • 84944393913 scopus 로고    scopus 로고
    • Automatic detection and tracking of human motion with a view-based representation
    • A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, editors,Springer Berlin Heidelberg
    • R. Fablet and M. Black. Automatic detection and tracking of human motion with a view-based representation. In A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, editors, Computer Vision-ECCV 2002, volume 2350 of Lecture Notes in Computer Science, pages 476-491. Springer Berlin Heidelberg, 2002
    • (2002) Computer Vision-ECCV 2002, Volume 2350 of Lecture Notes in Computer Science , pp. 476-491
    • Fablet, R.1    Black, M.2
  • 18
    • 0037645756 scopus 로고    scopus 로고
    • Robust optical flow estimation based on a sparse motion trajectory set
    • April
    • D. Gibson and M. Spann. Robust optical flow estimation based on a sparse motion trajectory set. Im-age Processing, IEEE Transactions on, 12(4):431-445, April 2003
    • (2003) Im-age Processing, IEEE Transactions on , vol.12 , Issue.4 , pp. 431-445
    • Gibson, D.1    Spann, M.2
  • 19
    • 84903641401 scopus 로고    scopus 로고
    • Sparse regularization of TV-L1 optical flow
    • A. Elmoataz, O. Lezoray, F. Nouboud, and D. Mammass, editors,Springer International Publishing
    • J. Gibson and O. Marques. Sparse regularization of TV-L1 optical flow. In A. Elmoataz, O. Lezoray, F. Nouboud, and D. Mammass, editors, Image and Signal Processing, volume 8509 of Lecture Notes in Computer Science, pages 460-467. Springer International Publishing, 2014
    • (2014) Image and Signal Processing, Volume 8509 of Lecture Notes in Computer Science , pp. 460-467
    • Gibson, J.1    Marques, O.2
  • 25
    • 84867851128 scopus 로고    scopus 로고
    • Efficient nonlocal regularization for optical flow
    • A. Fitzgibbon, S. Lazebnik, P. Perona, Y. Sato, and C. Schmid, editors,Springer Berlin Heidelberg
    • P. Krähenbühl and V. Koltun. Efficient nonlocal regularization for optical flow. In A. Fitzgibbon, S. Lazebnik, P. Perona, Y. Sato, and C. Schmid, editors, Com-puter Vision-ECCV 2012, volume 7572 of Lecture Notes in Computer Science, pages 356-369. Springer Berlin Heidelberg, 2012
    • (2012) Com-puter Vision-ECCV 2012, Volume 7572 of Lecture Notes in Computer Science , pp. 356-369
    • Krähenbühl, P.1    Koltun, V.2
  • 26
    • 84872228034 scopus 로고    scopus 로고
    • Practical temporal consistency for imagebased graphics applications
    • July
    • M. Lang, O. Wang, T. Aydin, A. Smolic, and M. Gross. Practical temporal consistency for imagebased graphics applications. ACM Trans. Graph., 31(4):34:1-34:8, July 2012
    • (2012) ACM Trans. Graph. , vol.31 , Issue.4 , pp. 341-348
    • Lang, M.1    Wang, O.2    Aydin, T.3    Smolic, A.4    Gross, M.5
  • 30
    • 84887322636 scopus 로고    scopus 로고
    • Patch Match Filter: Efficient edge-aware filtering meets randomized search for fast correspondence field estimation
    • June
    • J. Lu, H. Yang, D. Min, and M. Do. Patch Match Filter: Efficient edge-aware filtering meets randomized search for fast correspondence field estimation. In Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on, pages 1854-1861, June 2013
    • (2013) Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on , pp. 1854-1861
    • Lu, J.1    Yang, H.2    Min, D.3    Do, M.4
  • 31
    • 0019647180 scopus 로고
    • An iterative image registration technique with an application to stereo vision
    • B. D. Lucas and T. Kanade. An iterative image registration technique with an application to stereo vision. In IJCAI, volume 81, pages 674-679, 1981
    • (1981) IJCAI , vol.81 , pp. 674-679
    • Lucas, B.D.1    Kanade, T.2
  • 38
    • 84899015172 scopus 로고    scopus 로고
    • Learning the local statistics of optical flow
    • C. Burges, L. Bottou, M. Welling, Z. Ghahramani, and K. Weinberger, editors,MIT Press
    • D. Rosenbaum, D. Zoran, and Y. Weiss. Learning the local statistics of optical flow. In C. Burges, L. Bottou, M. Welling, Z. Ghahramani, and K. Weinberger, editors, Advances in Neural Information Processing Systems 26, pages 2373-2381. MIT Press, 2013
    • (2013) Advances in Neural Information Processing Systems , vol.26 , pp. 2373-2381
    • Rosenbaum, D.1    Zoran, D.2    Weiss, Y.3
  • 40
    • 84877632511 scopus 로고    scopus 로고
    • Grabcut": Interactive foreground extraction using iterated graph cuts
    • Aug
    • C. Rother, V. Kolmogorov, and A. Blake. "grabcut": Interactive foreground extraction using iterated graph cuts. ACM Trans. Graph., 23(3):309-314, Aug. 2004
    • (2004) ACM Trans. Graph , vol.23 , Issue.3 , pp. 309-314
    • Rother, C.1    Kolmogorov, V.2    Blake, A.3
  • 41
    • 79952239413 scopus 로고    scopus 로고
    • Armadillo: An open source C++ linear algebra library for fast prototyping and computationally intensive experiments
    • C. Sanderson. Armadillo: An open source C++ linear algebra library for fast prototyping and computationally intensive experiments. Technical report, NICTA, 2010
    • (2010) Technical Report, NICTA
    • Sanderson, C.1
  • 42
    • 84857311375 scopus 로고    scopus 로고
    • A coding-cost framework for super-resolution motion layer decomposition
    • March
    • T. Schoenemann and D. Cremers. A coding-cost framework for super-resolution motion layer decomposition. Image Processing, IEEE Transactions on, 21(3):1097-1110, March 2012
    • (2012) Image Processing, IEEE Transactions on , vol.21 , Issue.3 , pp. 1097-1110
    • Schoenemann, T.1    Cremers, D.2
  • 44
    • 84894901673 scopus 로고    scopus 로고
    • A quantitative analysis of current practices in optical flow estimation and the principles behind them
    • D. Sun, S. Roth, and M. Black. A quantitative analysis of current practices in optical flow estimation and the principles behind them. International Journal of Computer Vision, 106(2):115-137, 2014
    • (2014) International Journal of Computer Vision , vol.106 , Issue.2 , pp. 115-137
    • Sun, D.1    Roth, S.2    Black, M.3
  • 47
    • 79952783476 scopus 로고    scopus 로고
    • Dense point trajectories by GPU-accelerated large displacement optical flow
    • University of California, Berkeley, Jul
    • N. Sundaram, T. Brox, and K. Keutzer. Dense point trajectories by gpu-accelerated large displacement optical flow. Technical Report UCB/EECS-2010-104, EECS Department, University of California, Berkeley, Jul 2010
    • (2010) Technical Report UCB/EECS-2010-104, EECS Department
    • Sundaram, N.1    Brox, T.2    Keutzer, K.3
  • 48
    • 84878331159 scopus 로고    scopus 로고
    • Simpleflow: A non-iterative, sublinear optical flow algorithm
    • M. Tao, J. Bai, P. Kohli, and S. Paris. Simpleflow: A non-iterative, sublinear optical flow algorithm. Com-puter Graphics Forum, 31(2pt1):345-353, 2012
    • (2012) Com-puter Graphics Forum , vol.31 , Issue.2 , pp. 345-353
    • Tao, M.1    Bai, J.2    Kohli, P.3    Paris, S.4
  • 54
    • 38349007037 scopus 로고    scopus 로고
    • A duality based approach for realtime TV-L1 optical flow
    • F. Hamprecht, C. Schnrr, and B. Jhne, editors,Springer Berlin Heidelberg
    • C. Zach, T. Pock, and H. Bischof. A duality based approach for realtime TV-L1 optical flow. In F. Hamprecht, C. Schnrr, and B. Jhne, editors, Pattern Recog-nition, volume 4713 of Lecture Notes in Computer Science, pages 214-223. Springer Berlin Heidelberg, 2007
    • (2007) Pattern Recog-nition, Volume 4713 of Lecture Notes in Computer Science , pp. 214-223
    • Zach, C.1    Pock, T.2    Bischof, H.3
  • 55
    • 0012934579 scopus 로고
    • Contrast limited adaptive histogram equalization
    • P. S. Heckbert, editor,Academic Press Professional, Inc., San Diego, CA, USA
    • K. Zuiderveld. Contrast limited adaptive histogram equalization. In P. S. Heckbert, editor, Graphics Gems IV, pages 474-485. Academic Press Professional, Inc., San Diego, CA, USA, 1994.
    • (1994) Graphics Gems IV , pp. 474-485
    • Zuiderveld, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.