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Volumn 24, Issue 12, 2015, Pages 5166-5176

Fast and Robust Object Tracking via Probability Continuous Outlier Model

Author keywords

linear representation; Object tracking; outlier handling; probability model

Indexed keywords

IMAGE SEGMENTATION; ITERATIVE METHODS; MARKOV PROCESSES; PRINCIPAL COMPONENT ANALYSIS; PROBABILITY; TRACKING (POSITION);

EID: 84943744507     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2015.2478399     Document Type: Article
Times cited : (29)

References (50)
  • 1
    • 33846013241 scopus 로고    scopus 로고
    • Object tracking: A survey
    • A. Yilmaz, O. Javed, and M. Shah, "Object tracking: A survey," ACM Comput. Surv., vol. 38, no. 4, 2006, Art. ID 13.
    • (2006) ACM Comput. Surv. , vol.38 , Issue.4
    • Yilmaz, A.1    Javed, O.2    Shah, M.3
  • 2
    • 80053330652 scopus 로고    scopus 로고
    • Recent advances and trends in visual tracking: A review
    • H. Yang, L. Shao, F. Zheng, L. Wang, and Z. Song, "Recent advances and trends in visual tracking: A review," Neurocomputing, vol. 74, no. 18, pp. 3823-3831, 2011.
    • (2011) Neurocomputing , vol.74 , Issue.18 , pp. 3823-3831
    • Yang, H.1    Shao, L.2    Zheng, F.3    Wang, L.4    Song, Z.5
  • 4
    • 0036779077 scopus 로고    scopus 로고
    • 2D human body tracking with structural Kalman filter
    • D.-S. Jang, S.-W. Jang, and H.-I. Choi, "2D human body tracking with structural Kalman filter," Pattern Recognit., vol. 35, no. 10, pp. 2041-2049, 2002.
    • (2002) Pattern Recognit. , vol.35 , Issue.10 , pp. 2041-2049
    • Jang, D.-S.1    Jang, S.-W.2    Choi, H.-I.3
  • 5
    • 50249113689 scopus 로고    scopus 로고
    • Tracking in low frame rate video: A cascade particle filter with discriminative observers of different life spans
    • Oct.
    • Y. Li, H. Ai, T. Yamashita, S. Lao, and M. Kawade, "Tracking in low frame rate video: A cascade particle filter with discriminative observers of different life spans," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 10, pp. 1728-1740, Oct. 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.10 , pp. 1728-1740
    • Li, Y.1    Ai, H.2    Yamashita, T.3    Lao, S.4    Kawade, M.5
  • 6
    • 79957449372 scopus 로고    scopus 로고
    • Integration of fuzzy spatial information in tracking based on particle filtering
    • Jun.
    • N. Widynski, S. Dubuisson, and I. Bloch, "Integration of fuzzy spatial information in tracking based on particle filtering," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 41, no. 3, pp. 635-649, Jun. 2011.
    • (2011) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.41 , Issue.3 , pp. 635-649
    • Widynski, N.1    Dubuisson, S.2    Bloch, I.3
  • 11
    • 79952898578 scopus 로고    scopus 로고
    • Tracking by third-order tensor representation
    • Apr.
    • Q. Wang, F. Chen, and W. Xu, "Tracking by third-order tensor representation," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 41, no. 2, pp. 385-396, Apr. 2011.
    • (2011) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.41 , Issue.2 , pp. 385-396
    • Wang, Q.1    Chen, F.2    Xu, W.3
  • 12
    • 85027940487 scopus 로고    scopus 로고
    • Visual tracking via weighted local cosine similarity
    • Sep.
    • D. Wang, H. Lu, and C. Bo, "Visual tracking via weighted local cosine similarity," IEEE Trans. Cybern., vol. 45, no. 9, pp. 1838-1850, Sep. 2015.
    • (2015) IEEE Trans. Cybern. , vol.45 , Issue.9 , pp. 1838-1850
    • Wang, D.1    Lu, H.2    Bo, C.3
  • 16
    • 84896128090 scopus 로고    scopus 로고
    • Robust superpixel tracking
    • Apr.
    • F. Yang, H. Lu, and M.-H. Yang, "Robust superpixel tracking," IEEE Trans. Image Process., vol. 23, no. 4, pp. 1639-1651, Apr. 2014.
    • (2014) IEEE Trans. Image Process. , vol.23 , Issue.4 , pp. 1639-1651
    • Yang, F.1    Lu, H.2    Yang, M.-H.3
  • 17
    • 84924350847 scopus 로고    scopus 로고
    • Video tracking using learned hierarchical features
    • Apr.
    • L. Wang, T. Liu, G. Wang, K. L. Chan, and Q. Yang, "Video tracking using learned hierarchical features," IEEE Trans. Image Process., vol. 24, no. 4, pp. 1424-1435, Apr. 2015.
    • (2015) IEEE Trans. Image Process. , vol.24 , Issue.4 , pp. 1424-1435
    • Wang, L.1    Liu, T.2    Wang, G.3    Chan, K.L.4    Yang, Q.5
  • 18
    • 39749173057 scopus 로고    scopus 로고
    • Incremental learning for robust visual tracking
    • D. A. Ross, J. Lim, R.-S. Lin, and M.-H. Yang, "Incremental learning for robust visual tracking," Int. J. Comput. Vis., vol. 77, nos. 1-3, pp. 125-141, 2008.
    • (2008) Int. J. Comput. Vis. , vol.77 , Issue.1-3 , pp. 125-141
    • Ross, D.A.1    Lim, J.2    Lin, R.-S.3    Yang, M.-H.4
  • 19
    • 85097586621 scopus 로고    scopus 로고
    • Robust visual tracking using 1 minimization
    • Sep./Oct.
    • X. Mei and H. Ling, "Robust visual tracking using 1 minimization," in Proc. IEEE 12th Int. Conf. Comput. Vis., Sep./Oct. 2009, pp. 1436-1443.
    • (2009) Proc. IEEE 12th Int. Conf. Comput. Vis. , pp. 1436-1443
    • Mei, X.1    Ling, H.2
  • 20
    • 84871648489 scopus 로고    scopus 로고
    • Online object tracking with sparse prototypes
    • Jan.
    • D. Wang, H. Lu, and M.-H. Yang, "Online object tracking with sparse prototypes," IEEE Trans. Image Process., vol. 22, no. 1, pp. 314-325, Jan. 2013.
    • (2013) IEEE Trans. Image Process. , vol.22 , Issue.1 , pp. 314-325
    • Wang, D.1    Lu, H.2    Yang, M.-H.3
  • 27
    • 79960532056 scopus 로고    scopus 로고
    • Learning adaptive metric for robust visual tracking
    • Apr.
    • N. Jiang, W. Liu, and Y. Wu, "Learning adaptive metric for robust visual tracking," IEEE Trans. Image Process., vol. 20, no. 8, pp. 2288-2300, Apr. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.8 , pp. 2288-2300
    • Jiang, N.1    Liu, W.2    Wu, Y.3
  • 29
    • 0026065565 scopus 로고    scopus 로고
    • Eigenfaces for recognition
    • M. Turk and A. Pentland, "Eigenfaces for recognition," J. Cognit. Neurosci., vol. 3, no. 1, pp. 71-86, 2001.
    • (2001) J. Cognit. Neurosci. , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 31
    • 77952717202 scopus 로고    scopus 로고
    • Sparse representation for computer vision and pattern recognition
    • Jun.
    • J. Wright, Y. Ma, J. Mairal, G. Sapiro, T. S. Huang, and S. Yan, "Sparse representation for computer vision and pattern recognition," Proc. IEEE, vol. 98, no. 6, pp. 1031-1044, Jun. 2010.
    • (2010) Proc. IEEE , vol.98 , Issue.6 , pp. 1031-1044
    • Wright, J.1    Ma, Y.2    Mairal, J.3    Sapiro, G.4    Huang, T.S.5    Yan, S.6
  • 32
    • 84866285609 scopus 로고    scopus 로고
    • Real time robust 1 tracker using accelerated proximal gradient approach
    • Jun.
    • C. Bao, Y. Wu, H. Ling, and H. Ji, "Real time robust 1 tracker using accelerated proximal gradient approach," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2012, pp. 1830-1837.
    • (2012) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 1830-1837
    • Bao, C.1    Wu, Y.2    Ling, H.3    Ji, H.4
  • 33
    • 84875252824 scopus 로고    scopus 로고
    • On-line learning parts-based representation via incremental orthogonal projective non-negative matrix factorization
    • D. Wang and H. Lu, "On-line learning parts-based representation via incremental orthogonal projective non-negative matrix factorization," Signal Process., vol. 93, no. 6, pp. 1608-1623, 2013.
    • (2013) Signal Process. , vol.93 , Issue.6 , pp. 1608-1623
    • Wang, D.1    Lu, H.2
  • 35
    • 84896963325 scopus 로고    scopus 로고
    • Visual tracking via discriminative sparse similarity map
    • Apr.
    • B. Zhuang, H. Lu, Z. Xiao, and D. Wang, "Visual tracking via discriminative sparse similarity map," IEEE Trans. Image Process., vol. 23, no. 4, pp. 1872-1881, Apr. 2014.
    • (2014) IEEE Trans. Image Process. , vol.23 , Issue.4 , pp. 1872-1881
    • Zhuang, B.1    Lu, H.2    Xiao, Z.3    Wang, D.4
  • 36
    • 84930503334 scopus 로고    scopus 로고
    • Inverse sparse tracker with a locally weighted distance metric
    • Sep.
    • D. Wang, H. Lu, Z. Xiao, and M. Yang, "Inverse sparse tracker with a locally weighted distance metric," IEEE Trans. Image Process., vol. 24, no. 9, pp. 2646-2657, Sep. 2015.
    • (2015) IEEE Trans. Image Process. , vol.24 , Issue.9 , pp. 2646-2657
    • Wang, D.1    Lu, H.2    Xiao, Z.3    Yang, M.4
  • 39
    • 84866725281 scopus 로고    scopus 로고
    • Visual tracking via adaptive structural local sparse appearance model
    • Jun.
    • X. Jia, H. Lu, and M.-H. Yang, "Visual tracking via adaptive structural local sparse appearance model," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2012, pp. 1822-1829.
    • (2012) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 1822-1829
    • Jia, X.1    Lu, H.2    Yang, M.-H.3
  • 40
    • 84899874514 scopus 로고    scopus 로고
    • Robust object tracking via sparse collaborative appearance model
    • May
    • W. Zhong, H. Lu, and M.-H. Yang, "Robust object tracking via sparse collaborative appearance model," IEEE Trans. Image Process., vol. 23, no. 5, pp. 2356-2368, May 2014.
    • (2014) IEEE Trans. Image Process. , vol.23 , Issue.5 , pp. 2356-2368
    • Zhong, W.1    Lu, H.2    Yang, M.-H.3
  • 41
    • 84911412655 scopus 로고    scopus 로고
    • Visual tracking via probability continuous outlier model
    • Jun.
    • D. Wang and H. Lu, "Visual tracking via probability continuous outlier model," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2014, pp. 3478-3485.
    • (2014) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 3478-3485
    • Wang, D.1    Lu, H.2
  • 42
    • 84867787204 scopus 로고    scopus 로고
    • Single and multiple object tracking using log-Euclidean Riemannian subspace and block-division appearance model
    • Dec.
    • W. Hu, X. Li, W. Luo, X. Zhang, S. Maybank, and Z. Zhang, "Single and multiple object tracking using log-Euclidean Riemannian subspace and block-division appearance model," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 12, pp. 2420-2440, Dec. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.12 , pp. 2420-2440
    • Hu, W.1    Li, X.2    Luo, W.3    Zhang, X.4    Maybank, S.5    Zhang, Z.6
  • 43
    • 0034844730 scopus 로고    scopus 로고
    • Interactive graph cuts for optimal boundary & region segmentation of objects in N-D images
    • Y. Y. Boykov and M.-P. Jolly, "Interactive graph cuts for optimal boundary & region segmentation of objects in N-D images," in Proc. 8th IEEE Int. Conf. Comput. Vis., Jul. 2001, pp. 105-112.
    • (2001) Proc. 8th IEEE Int. Conf. Comput. Vis., Jul. , pp. 105-112
    • Boykov, Y.Y.1    Jolly, M.-P.2
  • 45
    • 0742286180 scopus 로고    scopus 로고
    • What energy functions can be minimized via graph cuts?
    • Feb.
    • V. Kolmogorov and R. Zabih, "What energy functions can be minimized via graph cuts?" IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 2, pp. 147-159, Feb. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.2 , pp. 147-159
    • Kolmogorov, V.1    Zabih, R.2
  • 47
    • 0000369555 scopus 로고
    • An improved algorithm for discrete 1 linear approximation
    • I. Barrodale and F. D. K. Roberts, "An improved algorithm for discrete 1 linear approximation," SIAM J. Numer. Anal., vol. 10, no. 5, pp. 839-848, 1973.
    • (1973) SIAM J. Numer. Anal. , vol.10 , Issue.5 , pp. 839-848
    • Barrodale, I.1    Roberts, F.D.K.2
  • 48
    • 84891815019 scopus 로고
    • An iterative technique for absolute deviations curve fitting
    • E. J. Schlossmacher, "An iterative technique for absolute deviations curve fitting," J. Amer. Statist. Assoc., vol. 68, no. 344, pp. 857-859, 1973.
    • (1973) J. Amer. Statist. Assoc. , vol.68 , Issue.344 , pp. 857-859
    • Schlossmacher, E.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.