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Volumn 17, Issue 4, 2008, Pages 608-621

Bayesian foreground and shadow detection in uncertain frame rate surveillance videos

Author keywords

Foreground; Markov random field (MRF); Shadow; Texture

Indexed keywords

BAYESIAN NETWORKS; FEATURE EXTRACTION; MARKOV PROCESSES; PIXELS; TEXTURES;

EID: 41849102422     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2008.916989     Document Type: Article
Times cited : (112)

References (48)
  • 1
    • 0030396412 scopus 로고    scopus 로고
    • A flexible object recognition and modeling system
    • S. C. Zhu and A. L. Yuille, "A flexible object recognition and modeling system," Int. J. Comput. Vis., vol. 20, no. 3, 1996.
    • (1996) Int. J. Comput. Vis , vol.20 , Issue.3
    • Zhu, S.C.1    Yuille, A.L.2
  • 2
    • 33644860126 scopus 로고    scopus 로고
    • Higner Order symmetry for non-linear classification of human walk detection
    • L. Havasi, Z. Szlávik, and T. Szirányi, "Higner Order symmetry for non-linear classification of human walk detection," Pattern Recognit. Lett., vol. 27, pp. 822-829, 2006.
    • (2006) Pattern Recognit. Lett , vol.27 , pp. 822-829
    • Havasi, L.1    Szlávik, Z.2    Szirányi, T.3
  • 3
    • 28044439637 scopus 로고    scopus 로고
    • Bayesian modeling of dynamic scenes for object detection
    • Nov
    • Y. Sheikh and M. Shah, "Bayesian modeling of dynamic scenes for object detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 11, pp. 1778-1792, Nov. 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell , vol.27 , Issue.11 , pp. 1778-1792
    • Sheikh, Y.1    Shah, M.2
  • 4
    • 0034244889 scopus 로고    scopus 로고
    • Learning patterns of activity using teal-time tracking
    • Aug
    • C. Stauffer and W. E. L. Grimson, "Learning patterns of activity using teal-time tracking," IEEE Trans. Pattern Anal. Mach. Intell., Vol. 22, no. 8. pp. 747-757, Aug. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell , vol.22 , Issue.8 , pp. 747-757
    • Stauffer, C.1    Grimson, W.E.L.2
  • 6
    • 33749638228 scopus 로고    scopus 로고
    • Adaptive stabilization of vibration on archive films
    • A. Licsár, L. Czúni, and T. Szirányi, "Adaptive stabilization of vibration on archive films," in Proc. CAIP, 2003, vol. LNCS, 2756, pp. 230-237.
    • (2003) Proc. CAIP , vol.LNCS , Issue.2756 , pp. 230-237
    • Licsár, A.1    Czúni, L.2    Szirányi, T.3
  • 7
    • 33144466752 scopus 로고    scopus 로고
    • A texture-based method for modeling the backgroud and detecting moving objects
    • Apr
    • M. Heikkila and M. Pietikainen, "A texture-based method for modeling the backgroud and detecting moving objects," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 4, pp. 657-662, Apr. 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell , vol.28 , Issue.4 , pp. 657-662
    • Heikkila, M.1    Pietikainen, M.2
  • 8
    • 0344551957 scopus 로고    scopus 로고
    • Segmenting foreground object from a dynamic textured background via a robust Kalman filter
    • J. Zhong and S. Sclaroff, "Segmenting foreground object from a dynamic textured background via a robust Kalman filter," in Proc. IEEE Int. Conf. Computer Vision, 2003, pp. 44-50.
    • (2003) Proc. IEEE Int. Conf. Computer Vision , pp. 44-50
    • Zhong, J.1    Sclaroff, S.2
  • 9
    • 85032752290 scopus 로고    scopus 로고
    • High-resolution slow-motion sequencing: How to generate a slow-motion sequence from a bit stream
    • Feb
    • S. Chaudhuri and D. Taur, "High-resolution slow-motion sequencing: How to generate a slow-motion sequence from a bit stream," IEEE Signal Process. Mag., vol. 22, no. 2, pp. 13-24, Feb. 2005.
    • (2005) IEEE Signal Process. Mag , vol.22 , Issue.2 , pp. 13-24
    • Chaudhuri, S.1    Taur, D.2
  • 10
    • 4544236170 scopus 로고    scopus 로고
    • An HMM/MRF-based stochastic framework for robust vehicle tracking
    • Mar
    • J. Kato, T. Watanabe, S. Joga, L. Ying, and H. Hase, "An HMM/MRF-based stochastic framework for robust vehicle tracking," IEEE Trans. Intell. Transport. Syst., vol. 5, no. 3, pp. 142-154, Mar. 2004.
    • (2004) IEEE Trans. Intell. Transport. Syst , vol.5 , Issue.3 , pp. 142-154
    • Kato, J.1    Watanabe, T.2    Joga, S.3    Ying, L.4    Hase, H.5
  • 11
  • 12
    • 33644850861 scopus 로고    scopus 로고
    • A dynamic conditional ramdom field model for foreground and shadow segmentation
    • Feb
    • Y. Wang, K.-F. Loe, and J.-K. Wu, "A dynamic conditional ramdom field model for foreground and shadow segmentation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, pp. 279-289, Feb. 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell , vol.28 , pp. 279-289
    • Wang, Y.1    Loe, K.-F.2    Wu, J.-K.3
  • 13
    • 0034245175 scopus 로고    scopus 로고
    • Robust real-time periodic motion detection, analysis, and application
    • Aug
    • R. Cutler and L. Davis, "Robust real-time periodic motion detection, analysis, and application," IEEE Trans. Pattern Anal. Mach. Intell. Vol. 22, no. 8, pp. 781-796, Aug. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell , vol.22 , Issue.8 , pp. 781-796
    • Cutler, R.1    Davis, L.2
  • 14
    • 0035251585 scopus 로고    scopus 로고
    • Motion segmentation and tracking with edge relaxation and optimization using fully parallel methods in the cellular nonlinear network architecture
    • L. Czúni and T. Szirányi, "Motion segmentation and tracking with edge relaxation and optimization using fully parallel methods in the cellular nonlinear network architecture," Real-Time Imag., vol. 7, no. 1, pp. 77-95, 2001
    • (2001) Real-Time Imag , vol.7 , Issue.1 , pp. 77-95
    • Czúni, L.1    Szirányi, T.2
  • 17
    • 41849127756 scopus 로고    scopus 로고
    • R. Cucchiara, C. Grana, G. Neri, M. Piccardi, and A. Pratt, The Sakbot system for moving object detection and tracking, Video-Based Surveillance Systems- Computer Vision and Distributed Processing, pp. 145-157, 2001
    • R. Cucchiara, C. Grana, G. Neri, M. Piccardi, and A. Pratt, "The Sakbot system for moving object detection and tracking," Video-Based Surveillance Systems- Computer Vision and Distributed Processing, pp. 145-157, 2001
  • 18
    • 10044237562 scopus 로고    scopus 로고
    • Moving shadow detection with support vector domain description in the color ratios space
    • K. Siala, M. Chakchouk, F. Chaieb, and O. Besbes, "Moving shadow detection with support vector domain description in the color ratios space," in Proc. Int. Conf. Pattern Recognition, 2004, vol. 4, pp. 384-387.
    • (2004) Proc. Int. Conf. Pattern Recognition , vol.4 , pp. 384-387
    • Siala, K.1    Chakchouk, M.2    Chaieb, F.3    Besbes, O.4
  • 19
    • 33744954909 scopus 로고    scopus 로고
    • Markovian framework for foreground-background shadow separation of real world video scenes
    • Hyderabad, India, Jan
    • Cs. Benedek and T. Szirányi, "Markovian framework for foreground-background shadow separation of real world video scenes," in Proc. Asian Conf. Computer Vision, Hyderabad, India, Jan. 2006, vol. LNCS 3851, pp.898-907.
    • (2006) Proc. Asian Conf. Computer Vision , vol.LNCS 3851 , pp. 898-907
    • Benedek, C.1    Szirányi, T.2
  • 20
    • 0021518209 scopus 로고
    • Stochastic relaxation, gibbs distributions and the Bayesian restoration of images
    • Nov
    • S. Geman and D. Geman, "Stochastic relaxation, gibbs distributions and the Bayesian restoration of images," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-6, no. 6, pp. 721-741, Nov. 1984
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell , vol.PAMI-6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 22
    • 35848957149 scopus 로고    scopus 로고
    • Adaptive foreground and shadow detection in image sequence
    • Y. Wang and T. Tan, "Adaptive foreground and shadow detection in image sequence," in Proc. Int. Conf. Pattern Recognition, 2002, pp. 983-986.
    • (2002) Proc. Int. Conf. Pattern Recognition , pp. 983-986
    • Wang, Y.1    Tan, T.2
  • 24
    • 33751583776 scopus 로고    scopus 로고
    • Multicue MRF image segmentation: Combining texture and color
    • Quebec, QC, Canada, Aug
    • Z. Kato, T. C. Pong, and G. Q. Song, "Multicue MRF image segmentation: Combining texture and color," in Proc. Int. Conf. Pattern Recognation, Quebec, QC, Canada, Aug. 2002, pp. 660-663.
    • (2002) Proc. Int. Conf. Pattern Recognation , pp. 660-663
    • Kato, Z.1    Pong, T.C.2    Song, G.Q.3
  • 30
    • 33745958044 scopus 로고    scopus 로고
    • Shadow flow: A recursive method to learn moving cast shadows
    • F. Porikli and J. Thornton, "Shadow flow: A recursive method to learn moving cast shadows," in Proc. IEEE Int. Conf. Computer Vision, 2005, vol. 1, pp. 801-808
    • (2005) Proc. IEEE Int. Conf. Computer Vision , vol.1 , pp. 801-808
    • Porikli, F.1    Thornton, J.2
  • 32
    • 0034214894 scopus 로고    scopus 로고
    • An imaging system with calibrated color image acquisition for use in dermatology
    • Jul
    • Y. Haeghen, J. Naeyaert, I. Lemahieu, and W. Philips, "An imaging system with calibrated color image acquisition for use in dermatology," IEEE Trans. Med. Imag., vol. 19, no. 7, pp. 722-730, Jul. 2000.
    • (2000) IEEE Trans. Med. Imag , vol.19 , Issue.7 , pp. 722-730
    • Haeghen, Y.1    Naeyaert, J.2    Lemahieu, I.3    Philips, W.4
  • 34
    • 0036474806 scopus 로고    scopus 로고
    • Integrating intensity and texture differences for robust change detection
    • Feb
    • L. Li and M. Leung, "Integrating intensity and texture differences for robust change detection," IEEE Trans. Image Process. vol. 11, no. 2, pp. 105-112, Feb. 2002.
    • (2002) IEEE Trans. Image Process , vol.11 , Issue.2 , pp. 105-112
    • Li, L.1    Leung, M.2
  • 37
    • 84926736518 scopus 로고
    • Some generalized order-disorder transformation
    • R. Potts, "Some generalized order-disorder transformation," Proc. Cambridge philosoph. Soc., no. 48, pp. 106-106, 1952.
    • (1952) Proc. Cambridge philosoph. Soc , Issue.48 , pp. 106-106
    • Potts, R.1
  • 38
    • 18144412408 scopus 로고    scopus 로고
    • Effective Gaussian mixture learning for video background subtraction
    • May
    • D. S. Lee, "Effective Gaussian mixture learning for video background subtraction," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 5. pp. 827-832, May 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell , vol.27 , Issue.5 , pp. 827-832
    • Lee, D.S.1
  • 39
    • 0002595217 scopus 로고
    • A novel algorithm for color constancy
    • D. A. Forsyth, "A novel algorithm for color constancy," Int. J. Comput. Vis., vol. 5, no. 1, pp. 5-36, 1990.
    • (1990) Int. J. Comput. Vis , vol.5 , Issue.1 , pp. 5-36
    • Forsyth, D.A.1
  • 40
    • 33749251642 scopus 로고    scopus 로고
    • Evaluation of color spaces for edge classification in outdoor scenes
    • Genoa, Italy, Sep, voi. 3, pp
    • E. A. Khan and E. Reinhard, "Evaluation of color spaces for edge classification in outdoor scenes," in Proc. Int. Conf. Image Processing, Genoa, Italy, Sep. 2005, voi. 3, pp. 952-955.
    • (2005) Proc. Int. Conf. Image Processing , pp. 952-955
    • Khan, E.A.1    Reinhard, E.2
  • 43
    • 0021155688 scopus 로고
    • Digital step edges from zero crossing of second directional derivatives
    • Jan
    • R. Haralick, "Digital step edges from zero crossing of second directional derivatives," IEEE Trans. Pattern Anal. Mach. Intell. vol. PAMI-6, no. 1, pp. 58-68, Jan. 1984.
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell , vol.PAMI-6 , Issue.1 , pp. 58-68
    • Haralick, R.1
  • 44
    • 0035509961 scopus 로고    scopus 로고
    • Fast approximate energy minimization via graph cuts
    • Y. Boykov, O. Veksler, and R. Zabih, "Fast approximate energy minimization via graph cuts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23. no. 11. pp. 1222-1239, 2001.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell , vol.23 , Issue.11 , pp. 1222-1239
    • Boykov, Y.1    Veksler, O.2    Zabih, R.3
  • 46
    • 4344598245 scopus 로고    scopus 로고
    • An experimental comparison of min-cut/ max-flow algorithms for energy minimization in vision
    • Sep
    • Y Boykov and V. Kolmogorov, "An experimental comparison of min-cut/ max-flow algorithms for energy minimization in vision," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 9, pp. 1124-1137, Sep. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.9 , pp. 1124-1137
    • Boykov, Y.1    Kolmogorov, V.2
  • 48
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty images
    • J. Besag, "On the statistical analysis of dirty images," J. Roy. Statist. Soc., vol. 48, pp. 259-302, 1986.
    • (1986) J. Roy. Statist. Soc , vol.48 , pp. 259-302
    • Besag, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.