메뉴 건너뛰기




Volumn 15, Issue 11, 2006, Pages 3417-3430

Recognition of dynamic video contents with global probabilistic models of visual motion

Author keywords

Motion learning; Motion recognition; Probabilistic models; Video analysis

Indexed keywords

FEATURE EXTRACTION; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; MOTION ESTIMATION; MOTION PICTURE CAMERAS; PATTERN RECOGNITION SYSTEMS; PROBABILITY; STATISTICAL METHODS;

EID: 33750311690     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2006.881963     Document Type: Article
Times cited : (35)

References (41)
  • 1
    • 4944226704 scopus 로고    scopus 로고
    • ser. The International Series in Video Computing. New York: Springer
    • N. Haering and N. da Vitoria Lobo, Visual Event Detection, ser. The International Series in Video Computing. New York: Springer, 2001, vol. 2.
    • (2001) Visual Event Detection , vol.2
    • Haering, N.1    da Vitoria Lobo, N.2
  • 3
    • 0032804927 scopus 로고    scopus 로고
    • "The visual analysis of human movement: A survey"
    • D. Gavrila, "The visual analysis of human movement: A survey," Comput. Vis. Image Understand., vol. 73, no. 1, pp. 82-98, 1999.
    • (1999) Comput. Vis. Image Understand , vol.73 , Issue.1 , pp. 82-98
    • Gavrila, D.1
  • 5
    • 0033353176 scopus 로고    scopus 로고
    • "A unified approach to shot change detection and camera motion characterization"
    • Jul
    • P. Bouthemy,M. Gelgon, and F. Ganansia, "A unified approach to shot change detection and camera motion characterization," IEEE Trans. Circuits Syst. Video Technol., vol. 9, no. 7, pp. 1030-1044, Jul. 1999.
    • (1999) IEEE Trans. Circuits Syst. Video Technol. , vol.9 , Issue.7 , pp. 1030-1044
    • Bouthemy, P.1    Gelgon, M.2    Ganansia, F.3
  • 6
  • 7
    • 33750357982 scopus 로고    scopus 로고
    • "Video structuring, indexing and retrieval based on global motion wavelet coefficients"
    • Quebec City, QC, Canada, Aug
    • E. Bruno and D. Pellerin, "Video structuring, indexing and retrieval based on global motion wavelet coefficients," in Proc. 16th Int. Conf. Pattern Recognition, Quebec City, QC, Canada, Aug. 2002, vol. 3, pp. 287-290.
    • (2002) Proc. 16th Int. Conf. Pattern Recognition , vol.3 , pp. 287-290
    • Bruno, E.1    Pellerin, D.2
  • 8
    • 0036999108 scopus 로고    scopus 로고
    • "On clustering and retrieval of video shots through temporal slices analysis"
    • Aug
    • C.-W. Ngo, T.-C. Pong, and H.-J. Zhang, "On clustering and retrieval of video shots through temporal slices analysis," IEEE Trans. Multimedia, vol. 4, no. 4, pp. 446-458, Aug. 2002.
    • (2002) IEEE Trans. Multimedia , vol.4 , Issue.4 , pp. 446-458
    • Ngo, C.-W.1    Pong, T.-C.2    Zhang, H.-J.3
  • 11
    • 0033682114 scopus 로고    scopus 로고
    • "Segmenting visual actions based on spatiotemporal motion patterns"
    • Hilton Head, SC, Jun
    • Y. Rui and P. Anandan, "Segmenting visual actions based on spatiotemporal motion patterns," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, Hilton Head, SC, Jun. 2000, vol. 1, pp. 111-118.
    • (2000) Proc. IEEE Conf. Computer Vision and Pattern Recognition , vol.1 , pp. 111-118
    • Rui, Y.1    Anandan, P.2
  • 13
    • 0031383542 scopus 로고    scopus 로고
    • "Content-based search of video using color, texture and motion"
    • Santa Barbara, CA, Oct
    • Y. Deng and B. Manjunath, "Content-based search of video using color, texture and motion," in Proc. 4th IEEE Int. Conf. Image Processing, Santa Barbara, CA, Oct. 1997, pp. 543-547.
    • (1997) Proc. 4th IEEE Int. Conf. Image Processing , pp. 543-547
    • Deng, Y.1    Manjunath, B.2
  • 14
    • 33750376004 scopus 로고    scopus 로고
    • "Object trajectory-based activity classification and recognition using hidden Markov models"
    • to be published
    • F. Bashir, A. Khokhar, and D. Schonfeld, "Object trajectory-based activity classification and recognition using hidden Markov models," IEEE Trans. Image Process., 2005, to be published.
    • (2005) IEEE Trans. Image Process.
    • Bashir, F.1    Khokhar, A.2    Schonfeld, D.3
  • 15
    • 0041663515 scopus 로고    scopus 로고
    • "Automatic soccer video analysis and summarization"
    • Jul
    • A. Ekin, A. Tekalp, and R. Mehrotra, "Automatic soccer video analysis and summarization," IEEE Trans. Image Process., vol. 12, no. 7, pp. 796-807, Jul. 2003.
    • (2003) IEEE Trans. Image Process. , vol.12 , Issue.7 , pp. 796-807
    • Ekin, A.1    Tekalp, A.2    Mehrotra, R.3
  • 16
    • 0345060912 scopus 로고    scopus 로고
    • "Content-based analysis for video from snooker broadcasts"
    • H. Denman, N. Rea, and A. Kokaram, "Content-based analysis for video from snooker broadcasts," Comput. Vis. Image Understand., vol. 92, pp. 176-195, 2003.
    • (2003) Comput. Vis. Image Understand. , vol.92 , pp. 176-195
    • Denman, H.1    Rea, N.2    Kokaram, A.3
  • 17
    • 0344235372 scopus 로고    scopus 로고
    • "Generic approach to highlights extraction from a sport video"
    • presented at the Barcelona, Spain, Sep
    • A. Hanjalic, "Generic approach to highlights extraction from a sport video," presented at the 10th IEEE Int. Conf. Image Processing, Barcelona, Spain, Sep. 2003.
    • (2003) 10th IEEE Int. Conf. Image Processing
    • Hanjalic, A.1
  • 18
    • 2542497936 scopus 로고    scopus 로고
    • "Semantic indexing of soccer audio-visual sequences: A multi-modal approach based on controlled Markov chains"
    • May
    • R. Leonardi, P. Migliorati, and M. Prandini, "Semantic indexing of soccer audio-visual sequences: A multi-modal approach based on controlled Markov chains," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 5, pp. 634-643, May 2004.
    • (2004) IEEE Trans. Circuits Syst. Video Technol. , vol.14 , Issue.5 , pp. 634-643
    • Leonardi, R.1    Migliorati, P.2    Prandini, M.3
  • 19
    • 13444291986 scopus 로고    scopus 로고
    • "Unsupervised soccer video abstraction based on pitch, dominant color and camera motion analysis"
    • presented at the New York, Oct
    • F. Coldefy and P. Bouthemy, "Unsupervised soccer video abstraction based on pitch, dominant color and camera motion analysis," presented at the 12th ACM Int. Conf. Multimedia, New York, Oct. 2004.
    • (2004) 12th ACM Int. Conf. Multimedia
    • Coldefy, F.1    Bouthemy, P.2
  • 20
    • 3242780133 scopus 로고    scopus 로고
    • "Personalized abstraction of broadcasted american football video by highlight selection"
    • Aug
    • N. Babaguchi, Y. Kawai, T. Ogura, and T. Kitahashi, "Personalized abstraction of broadcasted american football video by highlight selection," IEEE Trans. Multimedia, vol. 6, no. 4, pp. 575-585, Aug. 2004.
    • (2004) IEEE Trans. Multimedia , vol.6 , Issue.4 , pp. 575-585
    • Babaguchi, N.1    Kawai, Y.2    Ogura, T.3    Kitahashi, T.4
  • 21
    • 3142671430 scopus 로고    scopus 로고
    • "Concept-oriented indexing of video databases: Toward semantic sensitive retrieval and browsing"
    • Jul
    • J. Fan, H. Luo, and A. Elmagarmid, "Concept-oriented indexing of video databases: Toward semantic sensitive retrieval and browsing," IEEE Trans. Image Process., vol. 13, no. 7, pp. 974-992, Jul. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.7 , pp. 974-992
    • Fan, J.1    Luo, H.2    Elmagarmid, A.3
  • 23
    • 0036452372 scopus 로고    scopus 로고
    • "Extract highlights from baseball game video with hidden Markov models"
    • presented at the Rochester, NY, Sep
    • P. Chang, M. Han, and Y. Gong, "Extract highlights from baseball game video with hidden Markov models," presented at the 9th IEEE Int. Conf. Image Processing, Rochester, NY, Sep. 2002.
    • (2002) 9th IEEE Int. Conf. Image Processing
    • Chang, P.1    Han, M.2    Gong, Y.3
  • 25
    • 0036530240 scopus 로고    scopus 로고
    • "Semantic indexing of multimedia documents"
    • Apr
    • R. Leonardi and P. Migliorati, "Semantic indexing of multimedia documents," IEEE Trans. Multimedia, vol. 9, no. 2, pp. 44-51, Apr. 2002.
    • (2002) IEEE Trans. Multimedia , vol.9 , Issue.2 , pp. 44-51
    • Leonardi, R.1    Migliorati, P.2
  • 26
    • 85032751556 scopus 로고    scopus 로고
    • "Multimedia content analysis using both audio and visual clues"
    • Jun
    • Y. Wang, Z. Liu, and J. Huang, "Multimedia content analysis using both audio and visual clues," IEEE Signal Process. Mag., vol. 17, no. 6, pp. 12-36, Jun. 2000.
    • (2000) IEEE Signal Process. Mag. , vol.17 , Issue.6 , pp. 12-36
    • Wang, Y.1    Liu, Z.2    Huang, J.3
  • 27
    • 0033888731 scopus 로고    scopus 로고
    • "Statistical models of video structure for content analysis and characterization"
    • Jan
    • N. Vasconcelos and A. Lippman, "Statistical models of video structure for content analysis and characterization," IEEE Trans. Image Process., vol. 9, no. 1, pp. 3-19, Jan. 2000.
    • (2000) IEEE Trans. Image Process. , vol.9 , Issue.1 , pp. 3-19
    • Vasconcelos, N.1    Lippman, A.2
  • 29
    • 0344120658 scopus 로고    scopus 로고
    • "Bayesian clustering of optical flow fields"
    • Nice, France, Oct
    • J. Hoey and J. Little, "Bayesian clustering of optical flow fields," in Proc. 9th IEEE Int. Conf. Computer Vision, Nice, France, Oct. 2003, pp. 1086-1093.
    • (2003) Proc. 9th IEEE Int. Conf. Computer Vision , pp. 1086-1093
    • Hoey, J.1    Little, J.2
  • 30
    • 80053027654 scopus 로고    scopus 로고
    • "A generic framework for semantic sports video analysis using dynamic bayesian networks"
    • presented at the Melbourne, Australia, Jan
    • F. Wang, Y.-F. Ma, H.-J. Zhang, and J.-T. Li, "A generic framework for semantic sports video analysis using dynamic bayesian networks," presented at the 11th Int. Multimedia Modelling Conf., Melbourne, Australia, Jan. 2005.
    • (2005) 11th Int. Multimedia Modelling Conf.
    • Wang, F.1    Ma, Y.-F.2    Zhang, H.-J.3    Li, J.-T.4
  • 31
    • 33750574298 scopus 로고    scopus 로고
    • "Sports event recognition using layered HMMs"
    • presented at the Amsterdam, The Netherlands
    • M. Barnard and J.-M. Odobez, "Sports event recognition using layered HMMs," presented at the Int. Conf. Multimedia and Expo, Amsterdam, The Netherlands, 2005.
    • (2005) Int. Conf. Multimedia and Expo
    • Barnard, M.1    Odobez, J.-M.2
  • 32
    • 34247600288 scopus 로고    scopus 로고
    • "Extraction of semantic dynamic content from videos with probabilistic motion models"
    • presented at the Prague, Czech Republic, May
    • G. Piriou, P. Bouthemy, and J.-F. Yao, "Extraction of semantic dynamic content from videos with probabilistic motion models," presented at the 8th Eur. Conf. Computer Vision, Prague, Czech Republic, May 2004.
    • (2004) 8th Eur. Conf. Computer Vision
    • Piriou, G.1    Bouthemy, P.2    Yao, J.-F.3
  • 33
    • 0346119944 scopus 로고    scopus 로고
    • "Motion recognition using non parametric image motion models estimated from temporal and multiscale cooccurrence statistics"
    • Dec
    • R. Fablet and P. Bouthemy, "Motion recognition using non parametric image motion models estimated from temporal and multiscale cooccurrence statistics," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 12, pp. 1619-1624, Dec. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.12 , pp. 1619-1624
    • Fablet, R.1    Bouthemy, P.2
  • 34
    • 0029489292 scopus 로고
    • "Robust multiresolution estimation of parametric motion models"
    • J.-M. Odobez and P. Bouthemy, "Robust multiresolution estimation of parametric motion models," J. Vis. Commun. Image Represent., vol. 6, no. 4, pp. 348-365, 1995.
    • (1995) J. Vis. Commun. Image Represent. , vol.6 , Issue.4 , pp. 348-365
    • Odobez, J.-M.1    Bouthemy, P.2
  • 35
    • 84936428018 scopus 로고
    • "Detecting and tracking multiple moving objects using temporal integration"
    • May
    • M. Irani, B. Rousso, and S. Peleg, "Detecting and tracking multiple moving objects using temporal integration," in Proc. 2nd Eur. Conf. Computer Vision, May 1992, vol. 588, pp. 282-287.
    • (1992) Proc. 2nd Eur. Conf. Computer Vision , vol.588 , pp. 282-287
    • Irani, M.1    Rousso, B.2    Peleg, S.3
  • 36
    • 84999009616 scopus 로고
    • "Detection of multiple moving objects using multiscale MRF with camera motion compensation"
    • presented at the Austin, TX, Nov
    • J.-M. Odobez and P. Bouthemy, "Detection of multiple moving objects using multiscale MRF with camera motion compensation," presented at the 1st IEEE Conf. Image Processing, Austin, TX, Nov. 1994.
    • (1994) 1st IEEE Conf. Image Processing
    • Odobez, J.-M.1    Bouthemy, P.2
  • 37
    • 0344271698 scopus 로고    scopus 로고
    • "Detection of meaningful events in videos based on a supervised classification approach"
    • presented at the Barcelona, Spain, Sep
    • N. Peyrard and P. Bouthemy, "Detection of meaningful events in videos based on a supervised classification approach," presented at the 10th IEEE Int. Conf. Image Processing, Barcelona, Spain, Sep. 2003.
    • (2003) 10th IEEE Int. Conf. Image Processing
    • Peyrard, N.1    Bouthemy, P.2
  • 38
    • 0034228914 scopus 로고    scopus 로고
    • "Assessing a mixture model for clustering with the integrated completed likelihood"
    • Mar
    • C. Biernacki, G. Celeux, and G. Govaert, "Assessing a mixture model for clustering with the integrated completed likelihood," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 3, pp. 719-725, Mar. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell. , vol.22 , Issue.3 , pp. 719-725
    • Biernacki, C.1    Celeux, G.2    Govaert, G.3
  • 41
    • 33750294649 scopus 로고    scopus 로고
    • "Motion content recognition in video database with mixed-state probabilistic causal models"
    • presented at the Aug. online
    • G. Piriou, P. Bouthemy, and J.-F. Yao, "Motion content recognition in video database with mixed-state probabilistic causal models," presented at the Workshop on Content-Based Multimedia Indexing, Aug. 2006, online.
    • (2006) Workshop on Content-Based Multimedia Indexing
    • Piriou, G.1    Bouthemy, P.2    Yao, J.-F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.