메뉴 건너뛰기




Volumn 5304 LNCS, Issue PART 3, 2008, Pages 642-655

Vision-based multiple interacting targets tracking via on-line supervised learning

Author keywords

[No Author keywords available]

Indexed keywords

CLUTTER (INFORMATION THEORY); COMPUTER VISION; E-LEARNING; LEARNING SYSTEMS; SUPERVISED LEARNING;

EID: 56749132969     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-88690-7_48     Document Type: Conference Paper
Times cited : (57)

References (35)
  • 1
    • 33947229323 scopus 로고    scopus 로고
    • Ensemble tracking
    • Avidan, S.: Ensemble tracking. IEEE Trans. PAMI 29, 261-271 (2007)
    • (2007) IEEE Trans. PAMI , vol.29 , pp. 261-271
    • Avidan, S.1
  • 2
    • 34948892116 scopus 로고    scopus 로고
    • A nonparametric treatment for location/segmentation based visual tracking
    • Le, L., Gregory, D.: A nonparametric treatment for location/segmentation based visual tracking. In: Proc. IEEE CVPR, pp. 261-268 (2007)
    • (2007) Proc. IEEE CVPR , pp. 261-268
    • Le, L.1    Gregory, D.2
  • 4
    • 35048849881 scopus 로고    scopus 로고
    • Okuma, K., Taleghani, A., Freitas, N.D., Little, J.J., Lowe, D.G.: A boosted particle filter: Multitarget detection and tracking. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, 3021, pp. 28-39. Springer, Heidelberg (2004)
    • Okuma, K., Taleghani, A., Freitas, N.D., Little, J.J., Lowe, D.G.: A boosted particle filter: Multitarget detection and tracking. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3021, pp. 28-39. Springer, Heidelberg (2004)
  • 5
    • 0345414510 scopus 로고    scopus 로고
    • Maintaining multi-modality through mixture tracking
    • Vermaak, J., Doucet, A., Perez, P.: Maintaining multi-modality through mixture tracking. In: Proc. IEEE ICCV, pp. 1110-1116 (2003)
    • (2003) Proc. IEEE , vol.204 , pp. 1110-1116
    • Vermaak, J.1    Doucet, A.2    Perez, P.3
  • 6
    • 4344580597 scopus 로고    scopus 로고
    • Tracking multiple humans in complex situations
    • Zhao, T., Nevatia, R.: Tracking multiple humans in complex situations. IEEE Trans. PAMI 7, 1208-1221 (2004)
    • (2004) IEEE Trans. PAMI , vol.7 , pp. 1208-1221
    • Zhao, T.1    Nevatia, R.2
  • 7
    • 0035363738 scopus 로고    scopus 로고
    • Probabilistic data association methods for tracking complex visual objects
    • Rasmussen, C., Hager, G.: Probabilistic data association methods for tracking complex visual objects. IEEE Trans. PAMI 23, 560-576 (2001)
    • (2001) IEEE Trans. PAMI , vol.23 , pp. 560-576
    • Rasmussen, C.1    Hager, G.2
  • 8
    • 5044230177 scopus 로고    scopus 로고
    • Probabilistic data association methods in visual tracking of groups
    • Gennari, G., Hager, G.: Probabilistic data association methods in visual tracking of groups. In: Proc. IEEE CVPR, pp. 876-881 (2004)
    • (2004) Proc. IEEE CVPR , pp. 876-881
    • Gennari, G.1    Hager, G.2
  • 10
    • 0038284067 scopus 로고    scopus 로고
    • People tracking with a mobile robot using sample-based joint probabilistic data association filters
    • Schulz, D., Burgard, W., Fox, D., Cremers, A.: People tracking with a mobile robot using sample-based joint probabilistic data association filters. International Journal of Robotics Research 22, 99-116 (2003)
    • (2003) International Journal of Robotics Research , vol.22 , pp. 99-116
    • Schulz, D.1    Burgard, W.2    Fox, D.3    Cremers, A.4
  • 11
    • 14344260103 scopus 로고    scopus 로고
    • Markov chain monte carlo data association for general multiple target tracking problems
    • Oh, S., Russell, S., Sastry, S.: Markov chain monte carlo data association for general multiple target tracking problems. In: Proc. IEEE Conf. Decision and Control, pp. 735-742 (2004)
    • (2004) Proc. IEEE Conf. Decision and Control , pp. 735-742
    • Oh, S.1    Russell, S.2    Sastry, S.3
  • 12
    • 33947099988 scopus 로고    scopus 로고
    • Mcmc data association and sparse factorization updating for real time multitarget tracking with merged and multiple measurements
    • Khan, Z., Balch, T., Dellaert, F.: Mcmc data association and sparse factorization updating for real time multitarget tracking with merged and multiple measurements. IEEE Trans. PAMI 28, 1960-1972 (2006)
    • (2006) IEEE Trans. PAMI , vol.28 , pp. 1960-1972
    • Khan, Z.1    Balch, T.2    Dellaert, F.3
  • 13
    • 34948832127 scopus 로고    scopus 로고
    • Multiple target tracking using spatio-temporal markov chain monte carlo data association
    • Yu. Q., Medioni. G., Cohen. I.: Multiple target tracking using spatio-temporal markov chain monte carlo data association. In: Proc. IEEE CVPR, pp. 642-649 (2007)
    • (2007) Proc. IEEE CVPR , pp. 642-649
    • Yu, Q.1    Medioni, G.2    Cohen, I.3
  • 14
    • 56749148507 scopus 로고    scopus 로고
    • Cai, Y., Freitas. N.D., Little, J.J.: Robust visual tracking for multiple targets. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, 3954, pp. 125-135. Springer, Heidelberg (2006)
    • Cai, Y., Freitas. N.D., Little, J.J.: Robust visual tracking for multiple targets. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3954, pp. 125-135. Springer, Heidelberg (2006)
  • 15
    • 28044451749 scopus 로고    scopus 로고
    • Mcmc-based particle filtering for tracking a variable number of interacting targets
    • Khan, Z., Balch, T., Dellaert, F.: Mcmc-based particle filtering for tracking a variable number of interacting targets. IEEE Trans. PAMI 27. 1805-1819 (2005)
    • (2005) IEEE Trans. PAMI , vol.27 , pp. 1805-1819
    • Khan, Z.1    Balch, T.2    Dellaert, F.3
  • 16
    • 33745933093 scopus 로고    scopus 로고
    • Real-time interactively distributed multiobject tracking using a magnetic-inertia potential model
    • Qu, W., Schonfeld, D., Mohamed. M.: Real-time interactively distributed multiobject tracking using a magnetic-inertia potential model. In: Proc. IEEE ICCV. pp. 535-540 (2005)
    • (2005) Proc. IEEE , vol.204 , pp. 535-540
    • Qu, W.1    Schonfeld, D.2    Mohamed, M.3
  • 17
    • 24644446969 scopus 로고    scopus 로고
    • Hybrid joint-separable multibody tracking
    • Lanz, O., Manduchi, R.: Hybrid joint-separable multibody tracking. In: Proc. IEEE CVPR, pp. 413-420 (2005)
    • (2005) Proc. IEEE CVPR , pp. 413-420
    • Lanz, O.1    Manduchi, R.2
  • 18
    • 56749146405 scopus 로고    scopus 로고
    • Sullivan, J., Carlsson, S.: Tracking and labeling of interacting multiple targets. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, 3953, pp. 661-675. Springer, Heidelberg (2006)
    • Sullivan, J., Carlsson, S.: Tracking and labeling of interacting multiple targets. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3953, pp. 661-675. Springer, Heidelberg (2006)
  • 19
    • 33845575115 scopus 로고    scopus 로고
    • Multi-target tracking - linking identities using bayesian network inference
    • Nillius, P., Sullivan, J., Carlsson, S.: Multi-target tracking - linking identities using bayesian network inference. In: Proc. IEEE CVPR, pp. 2187-2194 (2006)
    • (2006) Proc. IEEE CVPR , pp. 2187-2194
    • Nillius, P.1    Sullivan, J.2    Carlsson, S.3
  • 20
    • 34948825409 scopus 로고    scopus 로고
    • Tracking in low frame rate video: A cascade particle filter with discriminative observers of different life-spans
    • Li. Y., Ai, H.Z., Yamashita. T., Lao, S., Kawade. M.: Tracking in low frame rate video: A cascade particle filter with discriminative observers of different life-spans. In: Proc. IEEE CVPR, pp. 1-8 (2007)
    • (2007) Proc. IEEE CVPR , pp. 1-8
    • Li, Y.1    Ai, H.Z.2    Yamashita, T.3    Lao, S.4    Kawade, M.5
  • 21
    • 33845570001 scopus 로고    scopus 로고
    • On-line boosting and vision
    • Grabner, H., Bischof, H.: On-line boosting and vision. In: Proc. IEEE CVPR, pp. 260-267 (2006)
    • (2006) Proc. IEEE CVPR , pp. 260-267
    • Grabner, H.1    Bischof, H.2
  • 22
    • 50649104325 scopus 로고    scopus 로고
    • Hierarchical part-template matching for human detection and segmentation
    • Zhe, L., Larry, S.D., David, D., Daniel, D.: Hierarchical part-template matching for human detection and segmentation. In: Proc. IEEE ICCV. pp. 351-358 (2007)
    • (2007) Proc. IEEE , vol.204 , pp. 351-358
    • Zhe, L.1    Larry, S.D.2    David, D.3    Daniel, D.4
  • 23
    • 33744792263 scopus 로고    scopus 로고
    • Pedestrian detection in crowded scenes
    • Leibe, B., Seemann, E., Schiele, B.: Pedestrian detection in crowded scenes. In: Proc. IEEE CVPR, pp. 661-668 (2005)
    • (2005) Proc. IEEE CVPR , pp. 661-668
    • Leibe, B.1    Seemann, E.2    Schiele, B.3
  • 24
    • 0032634283 scopus 로고    scopus 로고
    • Adaptive background mixture models for real-time tracking
    • Stauffer, C., Grimson, W.: Adaptive background mixture models for real-time tracking. In: Proc. IEEE ICCV, pp. 37-63 (1999)
    • (1999) Proc. IEEE , vol.204 , pp. 37-63
    • Stauffer, C.1    Grimson, W.2
  • 25
    • 85112476355 scopus 로고    scopus 로고
    • Fusion-based background-subtraction using contour saliency
    • Davis, J., Sharma, V.: Fusion-based background-subtraction using contour saliency. In: Proc. IEEE CVPR, pp. 20-26 (2005)
    • (2005) Proc. IEEE CVPR , pp. 20-26
    • Davis, J.1    Sharma, V.2
  • 27
    • 0033682434 scopus 로고    scopus 로고
    • Real-time tracking of non-rigid objects using mean shift
    • Comaniciu. D., Ramesh. V., Meer. P.: Real-time tracking of non-rigid objects using mean shift. In: Proc. IEEE CVPR, pp. 142-149 (2000)
    • (2000) Proc. IEEE CVPR , pp. 142-149
    • Comaniciu, D.1    Ramesh, V.2    Meer, P.3
  • 28
    • 0032136153 scopus 로고    scopus 로고
    • Condensation - conditional density propagation for visual tracking
    • Isard, M., Blake, A.: Condensation - conditional density propagation for visual tracking. International Journal of Computer Vision 28, 5-28 (1998)
    • (1998) International Journal of Computer Vision , vol.28 , pp. 5-28
    • Isard, M.1    Blake, A.2
  • 29
    • 84944401145 scopus 로고    scopus 로고
    • Perez, P., Hue, C., Vermaak, J.: Color-based probabilistic tracking. In: Heyden, A., Sparr, G., Nielsen. M., Johansen. P. (eds.) ECCV 2002. LNCS, 2350. pp. 661-675. Springer, Heidelberg (2002)
    • Perez, P., Hue, C., Vermaak, J.: Color-based probabilistic tracking. In: Heyden, A., Sparr, G., Nielsen. M., Johansen. P. (eds.) ECCV 2002. LNCS, vol. 2350. pp. 661-675. Springer, Heidelberg (2002)
  • 30
    • 56749143051 scopus 로고    scopus 로고
    • Dynamic foreground/background extraction from images and videos using random patches
    • Lu, L., Hager. G.: Dynamic foreground/background extraction from images and videos using random patches. In: Proc. NIPS, pp. 351-358 (2006)
    • (2006) Proc. NIPS , pp. 351-358
    • Lu, L.1    Hager, G.2
  • 32
    • 0001460136 scopus 로고    scopus 로고
    • On sequential monte carlo sampling methods for bayesian filtering
    • Doucet, A., Godsill, S.J., Andrieu, C.: On sequential monte carlo sampling methods for bayesian filtering. Statistics and Computing 10, 197-208 (2000)
    • (2000) Statistics and Computing , vol.10 , pp. 197-208
    • Doucet, A.1    Godsill, S.J.2    Andrieu, C.3
  • 33
    • 84898452990 scopus 로고    scopus 로고
    • SCEPTRE-Dataset, http://sceptre.king.ac.uk/sceptre/default.html
    • SCEPTRE-Dataset
  • 34
    • 56749120188 scopus 로고    scopus 로고
    • Davis, J., Sharma, V.: Otcbvs benchmark dataset 03, http://www.cse.ohio- state.edu/otcbvs-bench/
    • Davis, J., Sharma, V.: Otcbvs benchmark dataset 03, http://www.cse.ohio- state.edu/otcbvs-bench/
  • 35
    • 56749100699 scopus 로고    scopus 로고
    • ViPER-GT
    • ViPER-GT. http://viper-toolkit.sourceforge.net/products/gt


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.