메뉴 건너뛰기




Volumn 20, Issue 12, 2010, Pages 1797-1807

High-performance optical-flow architecture based on a multi-scale, multi-orientation phase-based model

Author keywords

Embedded and real time systems; field programmable gate array (FPGA); multi scale; optical flow

Indexed keywords

ACCURATE ESTIMATION; COMPUTATIONAL LOADS; COMPUTING UNITS; DATA-PATH ARCHITECTURE; FLOW ARCHITECTURES; FLOW PROCESSING; FPGA DEVICES; MULTI-RESOLUTIONS; MULTISCALES; PARALLEL PROCESSING; PERFORMANCE COMPUTATION; REAL-LIFE APPLICATIONS; REALTIME PROCESSING; ROBUST ALGORITHM; SUBPIXEL ACCURACY; SUPERSCALAR;

EID: 79551611265     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2010.2087590     Document Type: Article
Times cited : (24)

References (40)
  • 1
    • 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 Proc. IJCAI, 1981, pp. 674-679.
    • (1981) Proc. IJCAI , pp. 674-679
    • Lucas, B.D.1    Kanade, T.2
  • 2
    • 0019698606 scopus 로고
    • Determining optical flow
    • B. K. P. Horn and B. G. Schunck, "Determining optical flow," Artif. Intell., vol. 17, nos. 1-3, pp. 185-203, 1981.
    • (1981) Artif. Intell. , vol.17 , Issue.1-3 , pp. 185-203
    • Horn, B.K.P.1    Schunck, B.G.2
  • 3
    • 34250898694 scopus 로고
    • Motion field and optical flow: Qualitative properties
    • May
    • A. Verri and T. Poggio, "Motion field and optical flow: Qualitative properties," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, no. 5, pp. 490-498, May 1989.
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell. , vol.11 , Issue.5 , pp. 490-498
    • Verri, A.1    Poggio, T.2
  • 4
    • 84976670463 scopus 로고
    • The computation of optical flow
    • S. S. Beauchemin and J. L. Barron, "The computation of optical flow," ACM Comput. Surv., vol. 27, no. 3, pp. 433-466, 1995.
    • (1995) ACM Comput. Surv. , vol.27 , Issue.3 , pp. 433-466
    • Beauchemin, S.S.1    Barron, J.L.2
  • 5
    • 0028378716 scopus 로고
    • Performance of optical flow techniques
    • J. Barron, D. Fleet, and S. Beauchemin, "Performance of optical flow techniques," Int. J. Comput. Vision, vol. 12, no. 1, pp. 43-77, 1994.
    • (1994) Int. J. Comput. Vision , vol.12 , Issue.1 , pp. 43-77
    • Barron, J.1    Fleet, D.2    Beauchemin, S.3
  • 6
    • 50549091788 scopus 로고    scopus 로고
    • A hybrid framework for 3-D human motion tracking
    • Aug.
    • B. Ni, A. A. Kassim, and S. Winkler, "A hybrid framework for 3-D human motion tracking," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 8, pp. 1075-1084, Aug. 2008.
    • (2008) IEEE Trans. Circuits Syst. Video Technol. , vol.18 , Issue.8 , pp. 1075-1084
    • Ni, B.1    Kassim, A.A.2    Winkler, S.3
  • 7
    • 3042683466 scopus 로고    scopus 로고
    • Performance of optical flow techniques for indoor navigation with a mobile robot
    • C. McCarthy and N. Barnes, "Performance of optical flow techniques for indoor navigation with a mobile robot," in Proc. IEEE Int. Conf. Robot. Autom., vol. 5. 2004, pp. 5093-5098.
    • (2004) Proc. IEEE Int. Conf. Robot. Autom. , vol.5 , pp. 5093-5098
    • McCarthy, C.1    Barnes, N.2
  • 8
    • 53149103601 scopus 로고    scopus 로고
    • Lane-change decision aid system based on motion-driven vehicle tracking
    • Sep.
    • J. Diaz Alonso, E. Ros Vidal, A. Rotter, and M. Muhlenberg, "Lane-change decision aid system based on motion-driven vehicle tracking," IEEE Trans. Veh. Technol., vol. 57, no. 5, pp. 2736-2746, Sep. 2008.
    • (2008) IEEE Trans. Veh. Technol. , vol.57 , Issue.5 , pp. 2736-2746
    • Diaz Alonso, J.1    Ros Vidal, E.2    Rotter, A.3    Muhlenberg, M.4
  • 9
    • 55149100851 scopus 로고    scopus 로고
    • Broadcast court-net sports video analysis using fast 3-D camera modeling
    • Nov.
    • J. Han, D. Farin, and P. de With, "Broadcast court-net sports video analysis using fast 3-D camera modeling," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 11, pp. 1628-1638, Nov. 2008.
    • (2008) IEEE Trans. Circuits Syst. Video Technol. , vol.18 , Issue.11 , pp. 1628-1638
    • Han, J.1    Farin, D.2    De With, P.3
  • 11
    • 33748304209 scopus 로고    scopus 로고
    • Optimal instantaneous rigid motion estimation insensitive to local minima
    • K. Pauwels and M. M. V. Hulle, "Optimal instantaneous rigid motion estimation insensitive to local minima," Comput. Vision Image Understanding, vol. 104, no. 1, pp. 77-86, 2006.
    • (2006) Comput. Vision Image Understanding , vol.104 , Issue.1 , pp. 77-86
    • Pauwels, K.1    Hulle, M.M.V.2
  • 12
    • 0038443426 scopus 로고    scopus 로고
    • Phase-based binocular perception of motion in depth: Cortical-like operators and analog VLSI architectures
    • Jan.
    • S. P. Sabatini, F. Solari, P. Cavalleri, and G. M. Bisio, "Phase-based binocular perception of motion in depth: Cortical-like operators and analog VLSI architectures," EURASIP J. Appl. Signal Process., vol. 2008, pp. 690-702, Jan. 2003.
    • (2003) EURASIP J. Appl. Signal Process. , vol.2008 , pp. 690-702
    • Sabatini, S.P.1    Solari, F.2    Cavalleri, P.3    Bisio, G.M.4
  • 13
    • 70350044890 scopus 로고    scopus 로고
    • Optimization strategies for high-performance computing of optical-flow in general-purpose processors
    • Oct.
    • M. Anguita, J. Diaz, E. Ros, and F. J. Fernandez-Baldomero, "Optimization strategies for high-performance computing of optical-flow in general-purpose processors," IEEE Trans. Circuits Syst. Video Technol., vol. 19, no. 10, pp. 1475-1488, Oct. 2009.
    • (2009) IEEE Trans. Circuits Syst. Video Technol. , vol.19 , Issue.10 , pp. 1475-1488
    • Anguita, M.1    Diaz, J.2    Ros, E.3    Fernandez-Baldomero, F.J.4
  • 14
    • 54949127913 scopus 로고    scopus 로고
    • Superpipelined high-performance optical-flow computation architecture
    • J. Diaz, E. Ros, R. Agis, and J. L. Bernier, "Superpipelined high-performance optical-flow computation architecture," Comput. Vision Image Understanding, vol. 112, no. 3, pp. 262-273, 2008.
    • (2008) Comput. Vision Image Understanding , vol.112 , Issue.3 , pp. 262-273
    • Diaz, J.1    Ros, E.2    Agis, R.3    Bernier, J.L.4
  • 16
    • 33746486689 scopus 로고    scopus 로고
    • A multigrid platform for real-time motion computation with discontinuity-preserving variational methods
    • A. Bruhn, J. Weickert, T. Kohlberger, and C. Schnoerr, "A multigrid platform for real-time motion computation with discontinuity-preserving variational methods," Int. J. Comput. Vision, vol. 70, no. 3, pp. 257-277, 2006.
    • (2006) Int. J. Comput. Vision , vol.70 , Issue.3 , pp. 257-277
    • Bruhn, A.1    Weickert, J.2    Kohlberger, T.3    Schnoerr, C.4
  • 20
    • 0036738809 scopus 로고    scopus 로고
    • A phase-based approach to the estimation of the optical flow field using spatial filtering
    • Sep.
    • T. Gautama and M. Van Hulle, "A phase-based approach to the estimation of the optical flow field using spatial filtering," IEEE Trans. Neural Netw., vol. 13, no. 5, pp. 1127-1136, Sep. 2002.
    • (2002) IEEE Trans. Neural Netw. , vol.13 , Issue.5 , pp. 1127-1136
    • Gautama, T.1    Van Hulle, M.2
  • 23
    • 0030673674 scopus 로고    scopus 로고
    • Performance of phase-based algorithms for disparity estimation
    • A. Cozzi, B. Crespi, F. Valentinotti, and F. Wörgötter, "Performance of phase-based algorithms for disparity estimation," Mach. Vision Appl., vol. 9, nos. 5-6, pp. 334-340, 1997.
    • (1997) Mach. Vision Appl. , vol.9 , Issue.5-6 , pp. 334-340
    • Cozzi, A.1    Crespi, B.2    Valentinotti, F.3    Wörgötter, F.4
  • 25
    • 33746878511 scopus 로고    scopus 로고
    • Hardware description of multilayer perceptrons with different abstraction levels
    • E. Ortigosa, A. Cass, E. Ros, P. Ortigosa, S. Mota, and J. Diaz, "Hardware description of multilayer perceptrons with different abstraction levels," Microprocessors Microsyst., vol. 30, no. 7, pp. 435-444, 2006.
    • (2006) Microprocessors Microsyst. , vol.30 , Issue.7 , pp. 435-444
    • Ortigosa, E.1    Cass, A.2    Ros, E.3    Ortigosa, P.4    Mota, S.5    Diaz, J.6
  • 26
    • 79551586736 scopus 로고    scopus 로고
    • [Online]
    • Xilinx. (2010) [Online]. Available: http://www.xilinx.com
    • (2010) Xilinx
  • 27
    • 49149117335 scopus 로고    scopus 로고
    • Fine grain pipeline systems for real-time motion and stereo-vision computation
    • Apr.
    • J. Diaz, E. Ros, A. Prieto, and F. J. Pelayo, "Fine grain pipeline systems for real-time motion and stereo-vision computation," Int. J. High Perform. Syst. Architect., vol. 1, no. 1, pp. 60-68, Apr. 2007.
    • (2007) Int. J. High Perform. Syst. Architect. , vol.1 , Issue.1 , pp. 60-68
    • Diaz, J.1    Ros, E.2    Prieto, A.3    Pelayo, F.J.4
  • 28
    • 77955658264 scopus 로고    scopus 로고
    • Multi-port abstraction layer for FPGA intensive memory exploitation applications
    • M. Vanegas, M. Tomasi, J. D́az, and E. Ros, "Multi-port abstraction layer for FPGA intensive memory exploitation applications," J. Syst. Archit., vol. 56, no. 9, pp. 442-451, 2010.
    • (2010) J. Syst. Archit. , vol.56 , Issue.9 , pp. 442-451
    • Vanegas, M.1    Tomasi, M.2    D́az, J.3    Ros, E.4
  • 29
    • 79551589070 scopus 로고    scopus 로고
    • [Online]
    • Seven Solutions. (2010) [Online]. Available: http://www.sevensols.com
    • (2010) Seven Solutions
  • 31
    • 78149285297 scopus 로고    scopus 로고
    • [Online]
    • Middlebury Vision Website. (2010) [Online]. Available: http://vision. middlebury.edu/stereo/.
    • (2010) Middlebury Vision Website
  • 37
    • 33745159687 scopus 로고    scopus 로고
    • High speed computation of the optical flow
    • H. Niitsuma and T. Maruyama, "High speed computation of the optical flow," in Proc. ICIAP, 2005, pp. 287-295.
    • (2005) Proc. ICIAP , pp. 287-295
    • Niitsuma, H.1    Maruyama, T.2
  • 38
    • 33645769017 scopus 로고    scopus 로고
    • Real-time implementation of an optical flow algorithm
    • M. Correia and A. Campilho, "Real-time implementation of an optical flow algorithm," in Proc. 16th Int. Conf. Pattern Recognit., vol. 4. 2002, pp. 247-250.
    • (2002) Proc. 16th Int. Conf. Pattern Recognit. , vol.4 , pp. 247-250
    • Correia, M.1    Campilho, A.2
  • 39
    • 79551605158 scopus 로고    scopus 로고
    • Datacube mv200 and imageflow user's guide
    • Univ. Rochester, Rochester, NY, Series/Rep. UR CSD/TR Jul. 14
    • J. Vallino, "Datacube mv200 and imageflow user's guide," Dept. Com-put. Sci., Univ. Rochester, Rochester, NY, Series/Rep. UR CSD/TR 590, Jul. 14, 2004.
    • (2004) Dept. Com-put. Sci. , vol.590
    • Vallino, J.1
  • 40
    • 80054956195 scopus 로고    scopus 로고
    • Parallel evolutionary algorithms based on shared memory programming approaches
    • 0920-8542
    • J. L. Redondo, I. Garca, and P. M. Ortigosa, "Parallel evolutionary algorithms based on shared memory programming approaches," J. Supercomputing, no. 0920-8542, pp. 1-10, 2009.
    • (2009) J. Supercomputing , pp. 1-10
    • Redondo, J.L.1    Garca, I.2    Ortigosa, P.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.