메뉴 건너뛰기




Volumn 23, Issue 9, 2013, Pages 1461-1475

A new hybrid synthetic aperture imaging model for tracking and seeing people through occlusion

Author keywords

Camera array; hybrid synthetic aperture imaging; multiple people tracking; occlusion handling

Indexed keywords

CAMERA ARRAYS; COMPUTER VISION APPLICATIONS; MULTIPLE PEOPLE TRACKING; MULTIPLE-MODELING; OCCLUSION HANDLING; QUALITATIVE AND QUANTITATIVE ANALYSIS; SYNTHETIC APERTURE IMAGING; SYNTHETIC APERTURE IMAGING SYSTEMS;

EID: 84883756250     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2013.2242553     Document Type: Article
Times cited : (33)

References (48)
  • 1
    • 33846013241 scopus 로고    scopus 로고
    • Object tracking: A survey
    • Article 13
    • A. Yilmaz, X. Li, and M. Shah, "Object tracking: A survey," ACM J. Computing Surveys, vol.38, no.4, Article 13, pp. 1-45, 2006.
    • (2006) ACM J. Computing Surveys , vol.38 , Issue.4 , pp. 1-45
    • Yilmaz, A.1    Li, X.2    Shah, M.3
  • 2
    • 77954084345 scopus 로고    scopus 로고
    • Correspondence-free activity analysis and scene modeling in multiple camera views
    • Jan.
    • X. G. Wang, K. Tieu, and W. E. L. Grimson, "Correspondence-free activity analysis and scene modeling in multiple camera views," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 1, pp. 56-71, Jan. 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell , vol.32 , Issue.1 , pp. 56-71
    • Wang, X.G.1    Tieu, K.2    Grimson, W.E.L.3
  • 3
    • 45349088897 scopus 로고    scopus 로고
    • Segmentation and tracking of multiple humans in crowded environments
    • Jul
    • T. Zhao, R. Nevatia, and B. Wu, "Segmentation and tracking of multiple humans in crowded environments," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 7, pp. 1198-1211, Jul. 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell , vol.30 , Issue.7 , pp. 1198-1211
    • Zhao, T.1    Nevatia, R.2    Wu, B.3
  • 4
    • 50249105375 scopus 로고    scopus 로고
    • Coupled detection and tracking from static cameras and moving vehicles
    • Oct
    • B. Leibe, K. Schindler, N. Cornelis, and L. V. Gool, "Coupled detection and tracking from static cameras and moving vehicles," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 10, pp. 1683-1698, Oct. 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell , vol.30 , Issue.10 , pp. 1683-1698
    • Leibe, B.1    Schindler, K.2    Cornelis, N.3    Gool, L.V.4
  • 5
    • 33749257838 scopus 로고    scopus 로고
    • Appearance models for occlusion handling
    • DOI 10.1016/j.imavis.2005.06.007, PII S0262885605000880
    • A. Senior, A. Hampapur, Y. L. Tian, L. Brown, S. Pankanti, and R. Bolle, "Appearance models for occlusion handling," Image Vision Computing, vol. 24, no. 11, pp. 1233-1243, 2006. (Pubitemid 44485267)
    • (2006) Image and Vision Computing , vol.24 , Issue.11 , pp. 1233-1243
    • Senior, A.1    Hampapur, A.2    Tian, Y.-L.3    Brown, L.4    Pankanti, S.5    Bolle, R.6
  • 9
    • 4344580597 scopus 로고    scopus 로고
    • Tracking multiple humans in complex situations
    • Sep
    • T. Zhao and R. Nevatia, "Tracking multiple humans in complex situations," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 9, pp. 1208-1221, Sep. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.9 , pp. 1208-1221
    • Zhao, T.1    Nevatia, R.2
  • 10
    • 39749173057 scopus 로고    scopus 로고
    • Incremental learning for robust visual tracking
    • May
    • D. Ross, J. Lim, R. S. Lin, and M. H. Yang, "Incremental learning for robust visual tracking," Int. J. Comput. Vision, vol. 77, no. 1-3, pp. 125-141, May 2007.
    • (2007) Int. J. Comput. Vision , vol.77 , Issue.1-3 , pp. 125-141
    • Ross, D.1    Lim, J.2    Lin, R.S.3    Yang, M.H.4
  • 11
    • 77955996533 scopus 로고    scopus 로고
    • Visual tracking via incremental self-tuning particle filtering on the affine group
    • Jun
    • M. Li, W. Chen, K. Q. Huang, and T. N. Tan, "Visual tracking via incremental self-tuning particle filtering on the affine group," in Proc. CVPR, Jun. 2010, pp. 1315-1322.
    • (2010) Proc. CVPR , pp. 1315-1322
    • Li, M.1    Chen, W.2    Huang, K.Q.3    Tan, T.N.4
  • 14
    • 77953208851 scopus 로고    scopus 로고
    • Robust tracking-by-detection using a detector confidence particle filter
    • Sep-Oct
    • M. D. Breitenstein, F. Reichlin, B. Leibe, E. Koller-Meier, and L. V. Gool, "Robust tracking-by-detection using a detector confidence particle filter," in Proc. ICCV, Sep.-Oct. 2009, pp. 1515-1522.
    • (2009) Proc. ICCV , pp. 1515-1522
    • Breitenstein, M.D.1    Reichlin, F.2    Leibe, B.3    Koller-Meier, E.4    Gool, L.V.5
  • 15
    • 34047102460 scopus 로고    scopus 로고
    • Smart particle filtering for high-dimensional tracking
    • DOI 10.1016/j.cviu.2005.09.013, PII S1077314206001731
    • M. Bray, E. Koller-Meier, and L. V. Gool, "Smart particle filtering for high-dimensional tracking," J. Comput. Vision Image Understanding, vol. 106, no. 1, pp. 116-129, 2007. (Pubitemid 46528766)
    • (2007) Computer Vision and Image Understanding , vol.106 , Issue.1 , pp. 116-129
    • Bray, M.1    Koller-Meier, E.2    Van Gool, L.3
  • 16
    • 77956006668 scopus 로고    scopus 로고
    • Tracking the invisible: Learning where the object might be
    • Jun
    • R. Kehl and L. V. Gool, "Tracking the invisible: Learning where the object might be," in Proc. CVPR, Jun. 2010, pp. 1285-1292.
    • (2010) Proc. CVPR , pp. 1285-1292
    • Kehl, R.1    Gool, L.V.2
  • 17
    • 78149304059 scopus 로고    scopus 로고
    • Cascaded confidence filtering for improved tracking-by-detection
    • S. Stalder, H. Grabner, and L. V. Gool, "Cascaded confidence filtering for improved tracking-by-detection," in Proc. ECCV, 2010, pp. 369-382.
    • (2010) Proc. ECCV , pp. 369-382
    • Stalder, S.1    Grabner, H.2    Gool, L.V.3
  • 18
    • 77953225589 scopus 로고    scopus 로고
    • You'll never walk alone: Modeling social behavior for multi-target tracking
    • Sep-Oct
    • S. Pellegrini, A. Ess, K. Schindler, and L. V. Gool, "You'll never walk alone: Modeling social behavior for multi-target tracking," in Proc. ICCV, Sep-Oct. 2009, pp. 261-268.
    • (2009) Proc. ICCV , pp. 261-268
    • Pellegrini, S.1    Ess, A.2    Schindler, K.3    Gool, L.V.4
  • 19
    • 77955988495 scopus 로고    scopus 로고
    • Vehicle detection and tracking in wide field-of-view aerial video
    • J. J. Xiao, H. Cheng, H. Sawhney, and F. Han, "Vehicle detection and tracking in wide field-of-view aerial video," in Proc. CVPR, 2010, pp. 679-684.
    • (2010) Proc. CVPR , pp. 679-684
    • Xiao, J.J.1    Cheng, H.2    Sawhney, H.3    Han, F.4
  • 20
    • 80052346510 scopus 로고    scopus 로고
    • A review of computer vision techniques for the analysis of urban traffic
    • Sep.
    • N. Buch, S. A. Velastin, and J. Orwell, "A review of computer vision techniques for the analysis of urban traffic," IEEE Trans. Intell. Transport. Syst., vol. 10, no. 3, pp. 920-939, Sep. 2011.
    • (2011) IEEE Trans. Intell. Transport. Syst , vol.10 , Issue.3 , pp. 920-939
    • Buch, N.1    Velastin, S.A.2    Orwell, J.3
  • 21
    • 79952001726 scopus 로고    scopus 로고
    • Robust visual object tracking using multi-mode anisotropic mean shift and particle filters
    • Jan.
    • Z. H. Khan, I. Y. Gu, and A. G. Backhouse, "Robust visual object tracking using multi-mode anisotropic mean shift and particle filters," IEEE Trans. Circuits Syst. Video Technol., vol. 21, no. 1, pp. 74-87, Jan. 2011.
    • (2011) IEEE Trans. Circuits Syst. Video Technol , vol.21 , Issue.1 , pp. 74-87
    • Khan, Z.H.1    Gu, I.Y.2    Backhouse, A.G.3
  • 22
    • 59549098056 scopus 로고    scopus 로고
    • Tracking multiple occluding people by localizing on multiple scene planes
    • Mar
    • S. M. Khan and M. Shah, "Tracking multiple occluding people by localizing on multiple scene planes," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 3, pp. 505-519, Mar. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell , vol.31 , Issue.3 , pp. 505-519
    • Khan, S.M.1    Shah, M.2
  • 23
    • 77951298169 scopus 로고    scopus 로고
    • Tracking in a dense crowd using multiple cameras
    • R. Eshel and Y. Moses, "Tracking in a dense crowd using multiple cameras," Int. J. Comput. Vision, vol. 88, no. 1, pp. 129-143, 2010.
    • (2010) Int. J. Comput. Vision , vol.88 , Issue.1 , pp. 129-143
    • Eshel, R.1    Moses, Y.2
  • 24
    • 72149100149 scopus 로고    scopus 로고
    • Detection and recognition of sports (wo)men from multiple views
    • Aug-Sep
    • D. Delannay, N. Danhier, and C. D. Vleeschouwer, "Detection and recognition of sports (wo)men from multiple views," in Proc. ICDSC, Aug.-Sep. 2009, pp. 1-7.
    • (2009) Proc. ICDSC , pp. 1-7
    • Delannay, D.1    Danhier, N.2    Vleeschouwer, C.D.3
  • 25
    • 37549025468 scopus 로고    scopus 로고
    • Multi-camera people tracking with a probabilistic occupancy map
    • Feb
    • F. Fleuret, J. Berclaz, R. Lengagne, and P. Fua, "Multi-camera people tracking with a probabilistic occupancy map," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 2, pp. 267-282, Feb. 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell , vol.30 , Issue.2 , pp. 267-282
    • Fleuret, F.1    Berclaz, J.2    Lengagne, R.3    Fua, P.4
  • 27
    • 51949089848 scopus 로고    scopus 로고
    • Homography based multiple camera detection and tracking of people in a dense crowd
    • Jun
    • R. Eshel and Y. Moses, "Homography based multiple camera detection and tracking of people in a dense crowd," in Proc. CVPR, Jun. 2008, pp. 1-8.
    • (2008) Proc. CVPR , pp. 1-8
    • Eshel, R.1    Moses, Y.2
  • 29
    • 79551689813 scopus 로고    scopus 로고
    • Multitarget visual tracking based effective surveillance with cooperation of multiple active cameras
    • Feb.
    • C. M. Huang and L. C. Fu, "Multitarget visual tracking based effective surveillance with cooperation of multiple active cameras," IEEE Trans. Syst., Man, Cybern., Part B: Cybern., vol. 41, no. 1, pp. 234-247, Feb. 2011.
    • (2011) IEEE Trans. Syst., Man, Cybern., Part B: Cybern , vol.41 , Issue.1 , pp. 234-247
    • Huang, C.M.1    Fu, L.C.2
  • 30
    • 72449134001 scopus 로고    scopus 로고
    • Multi-sensor multi-cue fusion for object detection in video surveillance
    • Sep
    • L. Snidaro, I. Visentini, and G. L. Foresti, "Multi-sensor multi-cue fusion for object detection in video surveillance," in Proc. AVSS, pp. 364-369, Sep. 2009.
    • (2009) Proc. AVSS , pp. 364-369
    • Snidaro, L.1    Visentini, I.2    Foresti, G.L.3
  • 31
    • 80053096816 scopus 로고    scopus 로고
    • AVSS multiple camera person tracking challenge evaluation overview
    • Sep
    • J. Fiscus, J. Garofolo, T. Rose, and M. Michel, "AVSS multiple camera person tracking challenge evaluation overview," in Proc. AVSS, Sep. 2009, p. 219.
    • (2009) Proc. AVSS , pp. 219
    • Fiscus, J.1    Garofolo, J.2    Rose, T.3    Michel, M.4
  • 32
    • 78349311901 scopus 로고    scopus 로고
    • People counting and human detection in a challenging situation
    • Jan.
    • Y. L. Hou, and G. K. H. Pang, "People counting and human detection in a challenging situation," IEEE Trans. Syst., Man Cybern., Part A: Syst. Humans, vol. 41, no. 1, pp. 24-33, Jan. 2011.
    • (2011) IEEE Trans. Syst., Man Cybern., Part A: Syst. Humans , vol.41 , Issue.1 , pp. 24-33
    • Hou, Y.L.1    Pang, G.K.H.2
  • 33
    • 79960663800 scopus 로고    scopus 로고
    • Adaptive learning for target tracking and true linking discovering across multiple nonoverlapping cameras
    • Aug.
    • K. Chen, C. Lai, P. Lee, C. Chen, and Y. Hung, "Adaptive learning for target tracking and true linking discovering across multiple nonoverlapping cameras," IEEE Trans. Multimedia, vol. 13, no. 4, pp. 625-638, Aug. 2011.
    • (2011) IEEE Trans. Multimedia , vol.13 , Issue.4 , pp. 625-638
    • Chen, K.1    Lai, C.2    Lee, P.3    Chen, C.4    Hung, Y.5
  • 34
    • 77955809793 scopus 로고    scopus 로고
    • Object tracking with measurements from single or multiple cameras
    • May
    • M. Linderoth, A. Robertsson, K. Astrom, and R. Johansson, "Object tracking with measurements from single or multiple cameras," in Proc. ICRA, May 2010, pp. 4525-4530.
    • (2010) Proc. ICRA , pp. 4525-4530
    • Linderoth, M.1    Robertsson, A.2    Astrom, K.3    Johansson, R.4
  • 35
    • 70450196791 scopus 로고    scopus 로고
    • Distributed multi-target tracking in a self-configuring camera network
    • Jun
    • C. Soto, B. Song, and A. K. Roy-Chowdhury, "Distributed multi-target tracking in a self-configuring camera network," in Proc. CVPR, Jun. 2009, pp. 1486-1493.
    • (2009) Proc. CVPR , pp. 1486-1493
    • Soto, C.1    Song, B.2    Roy-Chowdhury, A.K.3
  • 36
    • 57349126329 scopus 로고    scopus 로고
    • Multi-person tracking from sparse 3D trajectories in a camera sensor network
    • Sep
    • K. Heath and L. Guibas, "Multi-person tracking from sparse 3D trajectories in a camera sensor network," in Proc. ICDSC, Sep. 2008, pp. 1-9.
    • (2008) Proc. ICDSC , pp. 1-9
    • Heath, K.1    Guibas, L.2
  • 37
    • 5044228110 scopus 로고    scopus 로고
    • Using plane + parallax for calibrating dense camera arrays
    • Jun-Jul
    • V. Vaish, B. Wilburn, N. Joshi, and M. Levoy, "Using plane + parallax for calibrating dense camera arrays," in Proc. CVPR, Jun.-Jul. 2004, pp. I-2-I-9.
    • (2004) Proc. CVPR
    • Vaish, V.1    Wilburn, B.2    Joshi, N.3    Levoy, M.4
  • 40
    • 50649125155 scopus 로고    scopus 로고
    • Synthetic aperture tracking: Tracking through occlusions
    • Oct
    • N. Joshi, S. Avidan,W. Matusik, and D. J. Kriegman, "Synthetic aperture tracking: Tracking through occlusions," in Proc. ICCV, Oct. 2007, pp. 1-8.
    • (2007) Proc. ICCV , pp. 1-8
    • Joshi, N.1    Avidanw. Matusik, S.2    Kriegman, D.J.3
  • 41
    • 33644870377 scopus 로고    scopus 로고
    • Efficient adaptive density estimation per image pixel for the task of background subtraction
    • DOI 10.1016/j.patrec.2005.11.005, PII S0167865505003521
    • Z. Zivkovic and F. van der Heijden, "Efficient adaptive density estimation per image pixel for the task of background subtraction," Pattern Recong. Lett., vol. 27, no. 7, pp. 773-780, 2006. (Pubitemid 43374860)
    • (2006) Pattern Recognition Letters , vol.27 , Issue.7 , pp. 773-780
    • Zivkovic, Z.1    Van Der Heijden, F.2
  • 42
    • 0042349402 scopus 로고    scopus 로고
    • Detecting moving shadows: Formulation, algorithms and evaluation
    • Jul
    • A. Prati, I. Mikic, M. Trivedi, and R. Cucchiara, "Detecting moving shadows: Formulation, algorithms and evaluation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 7, pp. 918-923, Jul. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell , vol.25 , Issue.7 , pp. 918-923
    • Prati, A.1    Mikic, I.2    Trivedi, M.3    Cucchiara, R.4
  • 44
    • 80052904076 scopus 로고    scopus 로고
    • Globally-optimal greedy algorithms for tracking a variable number of objects
    • H. Pirsiavash, D. Ramanan, and C. C. Fowlkes, "Globally-optimal greedy algorithms for tracking a variable number of objects," in Proc. CVPR, 2011, pp. 1201-1208.
    • (2011) Proc. CVPR , pp. 1201-1208
    • Pirsiavash, H.1    Ramanan, D.2    Fowlkes, C.C.3
  • 45
    • 83655201272 scopus 로고    scopus 로고
    • A novel multi-object detection method in complex scene using synthetic aperture imaging
    • Z. Pei, Y. N. Zhang, T. Yang, X. W. Zhang, and Y. H. Yang, "A novel multi-object detection method in complex scene using synthetic aperture imaging," J. Pattern Recog., vol. 45, no. 4, pp. 1637-1658, 2011.
    • (2011) J. Pattern Recog , vol.45 , Issue.4 , pp. 1637-1658
    • Pei, Z.1    Zhang, Y.N.2    Yang, T.3    Zhang, X.W.4    Yang, Y.H.5
  • 46
    • 84866033912 scopus 로고    scopus 로고
    • Synthetic aperture imaging using pixel labeling via energy minimization
    • Z. Pei, Y. N. Zhang, X. Chen, and Y. H. Yang, "Synthetic aperture imaging using pixel labeling via energy minimization," J. Pattern Recog., vol. 46, no. 1, pp. 174-187, 2013.
    • (2013) J. Pattern Recog , vol.46 , Issue.1 , pp. 174-187
    • Pei, Z.1    Zhang, Y.N.2    Chen, X.3    Yang, Y.H.4
  • 47
    • 84863038493 scopus 로고    scopus 로고
    • Dynamic 3D fluid surface acquisition using a camera array
    • Nov
    • Y. Y. Ding, F. Li, Y. Ji, and J. Y. Yu, "Dynamic 3D fluid surface acquisition using a camera array," in Proc. ICCV, Nov. 2011, pp. 2478-2485.
    • (2011) Proc. ICCV , pp. 2478-2485
    • Ding, Y.Y.1    Li, F.2    Ji, Y.3    Yu, J.Y.4
  • 48
    • 84866671634 scopus 로고    scopus 로고
    • Structure and motion from scene registration
    • Jun
    • T. Basha, S. Avidan, A. Hornung, andW. Matusik, "Structure and motion from scene registration," in Proc. CVPR, Jun. 2012, pp. 1426-1433.
    • (2012) Proc. CVPR , pp. 1426-1433
    • Basha, T.1    Avidan, S.2    Hornung, W.3    Matusik, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.