메뉴 건너뛰기




Volumn 58, Issue 1, 2012, Pages 1-21

Tracking video objects with feature points based particle filtering

Author keywords

Motion detection; Moving objects tracking; Particle filtering; SIFT; Video surveillance

Indexed keywords

MOTION DETECTION; MOVING OBJECTS; PARTICLE FILTERING; SIFT; VIDEO SURVEILLANCE;

EID: 84859006456     PISSN: 13807501     EISSN: 15737721     Source Type: Journal    
DOI: 10.1007/s11042-010-0676-y     Document Type: Article
Times cited : (17)

References (43)
  • 1
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
    • DOI 10.1109/78.978374, PII S1053587X0200569X
    • S Arulampalam S Maskell N Gordon T Clapp 2002 A tutorial on particle filters for on-line nonlinear/nongaussian bayesian tracking IEEE Trans Signal Process 50 2 174 188 10.1109/78.978374 (Pubitemid 34291500)
    • (2002) IEEE Transactions on Signal Processing , vol.50 , Issue.2 , pp. 174-188
    • Arulampalam, M.S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 2
    • 34547625721 scopus 로고    scopus 로고
    • JPDA in multisensor multitarget tracking
    • HX Ba ZG Zhao F Yang L Cao 2004 JPDA in multisensor multitarget tracking J Syst Simul 16 7 1563 1566
    • (2004) J Syst Simul , vol.16 , Issue.7 , pp. 1563-1566
    • Ba, H.X.1    Zhao, Z.G.2    Yang, F.3    Cao, L.4
  • 3
    • 34248580417 scopus 로고    scopus 로고
    • Robust tracking with motion estimation and local Kernel-based color modeling
    • DOI 10.1016/j.imavis.2006.07.016, PII S0262885606002265
    • RV Babu P Perez P Bouthemy 2007 Robust tracking with motion estimation and local kernel-based color modeling Image Vis Comput 25 8 1205 1216 10.1016/j.imavis.2006.07.016 (Pubitemid 46764421)
    • (2007) Image and Vision Computing , vol.25 , Issue.8 , pp. 1205-1216
    • Babu, R.V.1    Perez, P.2    Bouthemy, P.3
  • 4
    • 56549093430 scopus 로고    scopus 로고
    • Region-based SIFT approach to iris recognition
    • 10.1016/j.optlaseng.2008.07.004
    • C Belcher Y Du 2009 Region-based SIFT approach to iris recognition Opt Lasers Eng 47 1 139 147 10.1016/j.optlaseng.2008.07.004
    • (2009) Opt Lasers Eng , vol.47 , Issue.1 , pp. 139-147
    • Belcher, C.1    Du, Y.2
  • 5
    • 0033712644 scopus 로고    scopus 로고
    • Real-time multiple object detection and tracking from a moving object
    • 10.1007/s001380050126
    • M Betke E Haritaoglu LS Davis 2000 Real-time multiple object detection and tracking from a moving object Machine Vision and Applications 2 2 69 83 10.1007/s001380050126
    • (2000) Machine Vision and Applications , vol.2 , Issue.2 , pp. 69-83
    • Betke, M.1    Haritaoglu, E.2    Davis, L.S.3
  • 11
    • 33747411772 scopus 로고    scopus 로고
    • An efficient implementation of reid's multiple hypothesis tracking algorithm and its evaluation for the purpose of visual tracking
    • 10.1109/34.481539
    • IJ Cox SL Hingorani 1996 An efficient implementation of reid's multiple hypothesis tracking algorithm and its evaluation for the purpose of visual tracking IEEE Trans Pattern Anal Mach Intell 18 2 138 150 10.1109/34.481539
    • (1996) IEEE Trans Pattern Anal Mach Intell , vol.18 , Issue.2 , pp. 138-150
    • Cox, I.J.1    Hingorani, S.L.2
  • 12
    • 33846641574 scopus 로고    scopus 로고
    • A framework for model-based tracking experiments in image sequences
    • DOI 10.1007/s11263-006-9786-4
    • H Dahlkamp H-H Nagel A Ottlik P Reuter 2007 A framework for model-based tracking experiments in image sequences Int J Comput Vision 73 2 139 157 10.1007/s11263-006-9786-4 (Pubitemid 46181621)
    • (2007) International Journal of Computer Vision , vol.73 , Issue.2 , pp. 139-157
    • Dahlkamp, H.1    Nagel, H.-H.2    Ottlik, A.3    Reuter, P.4
  • 15
    • 77954883432 scopus 로고    scopus 로고
    • Redundant discrete wavelet transforms based moving object recognition and tracking
    • T Gao ZG Liu J Zhang 2009 Redundant discrete wavelet transforms based moving object recognition and tracking J Syst Eng Electron 20 5 1115 1123
    • (2009) J Syst Eng Electron , vol.20 , Issue.5 , pp. 1115-1123
    • Gao, T.1    Liu, Z.G.2    Zhang, J.3
  • 16
    • 77249161355 scopus 로고    scopus 로고
    • Robust background subtraction in traffic video sequence
    • 10.1007/s11771-010-0029-z
    • T Gao ZH Liu SH Yue J Zhang JQ Mei WC Gao 2010 Robust background subtraction in traffic video sequence J Cent S Univ Technol 17 1 187 195 10.1007/s11771-010-0029-z
    • (2010) J Cent S Univ Technol , vol.17 , Issue.1 , pp. 187-195
    • Gao, T.1    Liu, Z.H.2    Yue, S.H.3    Zhang, J.4    Mei, J.Q.5    Gao, W.C.6
  • 17
    • 33745780354 scopus 로고    scopus 로고
    • Automatic and robust shadow segmentation from two-dimensional scenes
    • YP Guan WK Gu 2006 Automatic and robust shadow segmentation from two-dimensional scenes Acta Electronica Sin 34 4 624 627
    • (2006) Acta Electronica Sin , vol.34 , Issue.4 , pp. 624-627
    • Guan, Y.P.1    Gu, W.K.2
  • 21
    • 84956556355 scopus 로고
    • A shadow handler in a video-based real-time traffic monitoring system
    • Palm Springs, California, USA
    • Kilger M (1992) A shadow handler in a video-based real-time traffic monitoring system. In: Proceedings of IEEE workshop on applications of computer vision, Palm Springs, California, USA, pp.11-18
    • (1992) Proceedings of IEEE Workshop on Applications of Computer Vision , pp. 11-18
    • Kilger, M.1
  • 22
    • 18144412408 scopus 로고    scopus 로고
    • Effective Gaussian mixture learning for video background subtraction
    • DOI 10.1109/TPAMI.2005.102
    • DS Lee 2005 Effective Gaussian mixture learning for video background subtraction IEEE Trans Pattern Anal Mach Intell 27 5 827 832 10.1109/TPAMI.2005.102 (Pubitemid 40608416)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.5 , pp. 827-832
    • Lee, D.-S.1
  • 23
    • 33748663558 scopus 로고    scopus 로고
    • Real-time outdoor video surveillance with robust foreground extraction and object tracking via multi-state transition management
    • DOI 10.1016/j.patrec.2006.02.017, PII S0167865506000419
    • BJ Lei LQ Xu 2006 Real-time out-door video surveillance with robust foreground extraction and object tracking via multi-state transition management Pattern Recognit Lett 27 15 1816 1825 10.1016/j.patrec.2006.02.017 (Pubitemid 44382700)
    • (2006) Pattern Recognition Letters , vol.27 , Issue.15 , pp. 1816-1825
    • Lei, B.1    Xu, L.-Q.2
  • 25
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • 10.1023/B:VISI.0000029664.99615.94
    • DG Lowe 2004 Distinctive image features from scale-invariant keypoints Int J Comput Vision 60 2 91 110 10.1023/B:VISI.0000029664.99615.94
    • (2004) Int J Comput Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 26
    • 41949134195 scopus 로고    scopus 로고
    • Improved mean-shift object tracking method
    • CF Niu YS Liu 2008 Improved mean-shift object tracking method Opto Electron Eng 35 3 26 29
    • (2008) Opto Electron Eng , vol.35 , Issue.3 , pp. 26-29
    • Niu, C.F.1    Liu, Y.S.2
  • 28
    • 51849143244 scopus 로고    scopus 로고
    • Initialization of model-based vehicle tracking in video sequences
    • 10.1007/s11263-007-0112-6
    • A Ottlik H-H Nagel 2008 Initialization of model-based vehicle tracking in video sequences Int J Comput Vision 80 2 211 225 10.1007/s11263-007-0112-6
    • (2008) Int J Comput Vision , vol.80 , Issue.2 , pp. 211-225
    • Ottlik, A.1    Nagel, H.-H.2
  • 31
    • 35048823490 scopus 로고    scopus 로고
    • Adaptive probabilistic visual tracking with incremental subspace update
    • Prague, Czech Republic
    • Ross D, Lim J, Yang MH (2004) Adaptive probabilistic visual tracking with incremental subspace update. In: Proc. the 8th European Conference on Computer Vision (ECCV), Prague, Czech Republic, vol.2, pp.470-482
    • (2004) Proc. The 8th European Conference on Computer Vision (ECCV) , vol.2 , pp. 470-482
    • Ross, D.1    Lim, J.2    Yang, M.H.3
  • 32
    • 39749173057 scopus 로고    scopus 로고
    • Incremental learning for robust visual tracking
    • DOI 10.1007/s11263-007-0075-7, Special issue on Machine Learning for Vision, Guest Editors: William Freeman, Pietro Perona and Bernhard Scholkopf
    • DA Ross J Lim RS Lin MH Yang 2008 Incremental learning for robust visual tracking Int J Comput Vision 77 1-3 125 141 10.1007/s11263-007-0075-7 (Pubitemid 351294740)
    • (2008) International Journal of Computer Vision , vol.77 , Issue.1-3 , pp. 125-141
    • Ross, D.A.1    Lim, J.2    Lin, R.-S.3    Yang, M.-H.4
  • 33
    • 33750272679 scopus 로고    scopus 로고
    • Unconstrained multiple-people tracking
    • Berlin, Germany
    • Rowe D, Reid I, Gonzàlez J, Villanueva JJ (2006) Unconstrained multiple-people tracking. In: Proc. the 28th DAGM symposium, Berlin, Germany, pp 505-514
    • (2006) Proc. The 28th DAGM Symposium , pp. 505-514
    • Rowe, D.R.1
  • 37
    • 0034244889 scopus 로고    scopus 로고
    • Learning patterns of activity using real-time tracking
    • 10.1109/34.868677
    • C Stauer W Grimson 2000 Learning patterns of activity using real-time tracking IEEE Trans Pattern Anal Mach Intell 22 8 747 757 10.1109/34.868677
    • (2000) IEEE Trans Pattern Anal Mach Intell , vol.22 , Issue.8 , pp. 747-757
    • Stauer, C.1    Grimson, W.2
  • 39
    • 54549105275 scopus 로고    scopus 로고
    • Real-time segmentation and tracking technique of multiple moving objects in video sequence
    • ZH Sun SA Zhu 2008 Real-time segmentation and tracking technique of multiple moving objects in video sequence J Zhejiang Univ Eng Sci 42 9 1631 1635
    • (2008) J Zhejiang Univ Eng Sci , vol.42 , Issue.9 , pp. 1631-1635
    • Sun, Z.H.1    Zhu, S.A.2
  • 40
    • 40949149389 scopus 로고    scopus 로고
    • A new particle filter for nonlinear filtering problems
    • 10.3724/SP.J.1016.2008.00346
    • FS Wang QJ Zhao 2008 A new particle filter for nonlinear filtering problems Chin J Comput 31 2 346 352 10.3724/SP.J.1016.2008.00346
    • (2008) Chin J Comput , vol.31 , Issue.2 , pp. 346-352
    • Wang, F.S.1    Zhao, Q.J.2
  • 42
    • 38049152730 scopus 로고    scopus 로고
    • Shadow processing method based on normalized RGB color model
    • J Yang ZM Zhao 2007 Shadow processing method based on normalized RGB color model Opto Electron Eng 34 12 92 96
    • (2007) Opto Electron Eng , vol.34 , Issue.12 , pp. 92-96
    • Yang, J.1    Zhao, Z.M.2
  • 43
    • 77954869970 scopus 로고    scopus 로고
    • Data association algorithm in multi-target tracking
    • 0972.15013
    • CL Yang YL Yu GS Liu 2000 Data association algorithm in multi-target tracking J Syst Eng Electron 22 3 11 15 0972.15013
    • (2000) J Syst Eng Electron , vol.22 , Issue.3 , pp. 11-15
    • Yang, C.L.1    Yu, Y.L.2    Liu, G.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.