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Volumn , Issue , 2014, Pages 843-847

An ensemble of deep neural networks for object tracking

Author keywords

AdaBoost; Boosting; deep learning; deep neural network; visual tracking

Indexed keywords

ADAPTIVE BOOSTING; COMPLEX NETWORKS; COMPUTER VISION; SOCIAL NETWORKING (ONLINE); TRACKING (POSITION);

EID: 84949929207     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2014.7025169     Document Type: Conference Paper
Times cited : (67)

References (31)
  • 1
    • 33845596140 scopus 로고    scopus 로고
    • Robust fragments-based tracking using the integral histogram
    • Amit Adam, Ehud Rivlin, and Ilan Shimshoni, "Robust fragments-based tracking using the integral histogram," in CVPR '06, 2006, vol. 1, pp. 798-805.
    • (2006) CVPR '06 , vol.1 , pp. 798-805
    • Adam, A.1    Rivlin, E.2    Shimshoni, I.3
  • 2
    • 0033682434 scopus 로고    scopus 로고
    • Real-time tracking of non-rigid objects using mean shift
    • Dorin Comaniciu, Visvanathan Ramesh, and Peter Meer, "Real-time tracking of non-rigid objects using mean shift," in CVPR '00, 2000, vol. 2, pp. 142-149.
    • (2000) CVPR '00 , vol.2 , pp. 142-149
    • Comaniciu, D.1    Ramesh, V.2    Meer, P.3
  • 3
    • 70450188146 scopus 로고    scopus 로고
    • Visual tracking with online multiple instance learning
    • Boris Babenko, Ming-Hsuan Yang, and Serge Belongie, "Visual tracking with online multiple instance learning," in CVPR '09, 2009, pp. 983-990.
    • (2009) CVPR '09 , pp. 983-990
    • Babenko, B.1    Yang, M.2    Belongie, S.3
  • 4
    • 77955995205 scopus 로고    scopus 로고
    • Visual tracking decomposition
    • Junseok Kwon and Kyoung Mu Lee, "Visual tracking decomposition," in CVPR '10, 2010, pp. 1269-1276.
    • (2010) CVPR '10 , pp. 1269-1276
    • Kwon, J.1    Mu Lee, K.2
  • 5
    • 39749173057 scopus 로고    scopus 로고
    • Incremental learning for robust visual tracking
    • David A Ross, Jongwoo Lim, Ruei-Sung Lin, and Ming-Hsuan Yang, "Incremental learning for robust visual tracking," IJCV '08, vol. 77, pp. 125-141, 2008.
    • (2008) IJCV '08 , vol.77 , pp. 125-141
    • Ross, D.A.1    Lim, J.2    Lin, R.3    Yang, M.4
  • 6
    • 56749152262 scopus 로고    scopus 로고
    • Semi-supervised on-line boosting for robust tracking
    • Helmut Grabner, Christian Leistner, and Horst Bischof, "Semi-supervised on-line boosting for robust tracking," in ECCV '08, 2008, pp. 234-247.
    • (2008) ECCV '08 , pp. 234-247
    • Grabner, H.1    Leistner, C.2    Bischof, H.3
  • 7
    • 84898020313 scopus 로고    scopus 로고
    • Real-time tracking via on-line boosting
    • Helmut Grabner, Michael Grabner, and Horst Bischof, "Real-time tracking via on-line boosting.," in BMVC '06, 2006, vol. 1, p. 6.
    • (2006) BMVC '06 , vol.1 , pp. 6
    • Grabner, H.1    Grabner, M.2    Bischof, H.3
  • 8
    • 35048823490 scopus 로고    scopus 로고
    • Adaptive probabilistic visual tracking with incremental subspace update
    • David Ross, Jongwoo Lim, and Ming-Hsuan Yang, "Adaptive probabilistic visual tracking with incremental subspace update," in ECCV '04, 2004, pp. 470-482.
    • (2004) ECCV '04 , pp. 470-482
    • Ross, D.1    Lim, J.2    Yang, M.3
  • 9
    • 33947229323 scopus 로고    scopus 로고
    • Ensemble tracking
    • Shai Avidan, "Ensemble tracking," PAMI '07, vol. 29, pp. 261-271, 2007.
    • (2007) PAMI '07 , vol.29 , pp. 261-271
    • Avidan, S.1
  • 10
    • 24644473705 scopus 로고    scopus 로고
    • Online selecting discriminative tracking features using particle filter
    • JianyuWang, Xilin Chen, andWen Gao, "Online selecting discriminative tracking features using particle filter," in CVPR '05, 2005, vol. 2, pp. 1037-1042.
    • (2005) CVPR '05 , vol.2 , pp. 1037-1042
    • Wang, J.1    Chen, X.2    Gao, A.3
  • 11
    • 27644528380 scopus 로고    scopus 로고
    • Online selection of discriminative tracking features
    • Robert T Collins, Yanxi Liu, and Marius Leordeanu, "Online selection of discriminative tracking features," PAMI '05, vol. 27, pp. 1631-1643, 2005.
    • (2005) PAMI '05 , vol.27 , pp. 1631-1643
    • Collins, R.T.1    Liu, Y.2    Leordeanu, M.3
  • 12
    • 24344486095 scopus 로고    scopus 로고
    • Sparse bayesian learning for efficient visual tracking
    • Oliver Williams, Andrew Blake, and Roberto Cipolla, "Sparse bayesian learning for efficient visual tracking," PAMI '05, vol. 27, pp. 1292-1304, 2005.
    • (2005) PAMI '05 , vol.27 , pp. 1292-1304
    • Williams, O.1    Blake, A.2    Cipolla, R.3
  • 13
    • 3242681758 scopus 로고    scopus 로고
    • Support vector tracking
    • Shai Avidan, "Support vector tracking," PAMI '04, vol. 26, pp. 1064-1072, 2004.
    • (2004) PAMI '04 , vol.26 , pp. 1064-1072
    • Avidan, S.1
  • 15
    • 0002978642 scopus 로고    scopus 로고
    • Experiments with a new boosting algorithm
    • Yoav Freund, Robert E Schapire, et al., "Experiments with a new boosting algorithm," in ICML '96, 1996, vol. 96, pp. 148-156.
    • (1996) ICML '96 , vol.96 , pp. 148-156
    • Freund, Y.1    Schapire, R.E.2
  • 16
    • 33745173515 scopus 로고    scopus 로고
    • Online detection and classification of moving objects using progressively improving detectors
    • Omar Javed, Saad Ali, and Mubarak Shah, "Online detection and classification of moving objects using progressively improving detectors," in CVPR '05, 2005, vol. 1, pp. 696-701.
    • (2005) CVPR '05 , vol.1 , pp. 696-701
    • Javed, O.1    Ali, S.2    Shah, M.3
  • 17
    • 84055222005 scopus 로고    scopus 로고
    • Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition
    • George E Dahl, Dong Yu, Li Deng, and Alex Acero, "Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition," IEEE Trans. on Audio, Speech, and Language Processing, vol. 20, pp. 30-42, 2012.
    • (2012) IEEE Trans. on Audio, Speech, and Language Processing , vol.20 , pp. 30-42
    • Dahl, G.E.1    Yu, D.2    Deng, L.3    Acero, A.4
  • 18
    • 56449095373 scopus 로고    scopus 로고
    • A unified architecture for natural language processing: Deep neural networks with multitask learning
    • Ronan Collobert and JasonWeston, "A unified architecture for natural language processing: Deep neural networks with multitask learning," in ICML '08, 2008, pp. 160-167.
    • (2008) ICML '08 , pp. 160-167
    • Collobert, R.1    Weston, J.2
  • 23
    • 84898957022 scopus 로고    scopus 로고
    • Learning a deep compact image representation for visual tracking
    • Naiyan Wang and Dit-Yan Yeung, "Learning a deep compact image representation for visual tracking," in NIPS '13, 2013, pp. 809-817.
    • (2013) NIPS '13 , pp. 809-817
    • Wang, N.1    Yeung, D.2
  • 24
    • 79551480483 scopus 로고    scopus 로고
    • Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion
    • Pascal Vincent, Hugo Larochelle, Isabelle Lajoie, Yoshua Bengio, and Pierre-Antoine Manzagol, "Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion," The Journal of Machine Learning Research, vol. 9999, pp. 3371-3408, 2010.
    • (2010) The Journal of Machine Learning Research , vol.9999 , pp. 3371-3408
    • Vincent, P.1    Larochelle, H.2    Lajoie, I.3    Bengio, Y.4    Manzagol, P.5
  • 25
    • 84887348427 scopus 로고    scopus 로고
    • Online object tracking: A benchmark
    • Yi Wu, Jongwoo Lim, and Ming-Hsuan Yang, "Online object tracking: A benchmark," in CVPR '13, 2013.
    • (2013) CVPR '13
    • Wu, Y.1    Lim, J.2    Yang, M.3
  • 26
    • 54749092170 scopus 로고    scopus 로고
    • 80 million tiny images: A large data set for nonparametric object and scene recognition
    • Antonio Torralba, Robert Fergus, and William T Freeman, "80 million tiny images: A large data set for nonparametric object and scene recognition," PAMI '08, vol. 30, pp. 1958-1970, 2008.
    • (2008) PAMI '08 , vol.30 , pp. 1958-1970
    • Torralba, A.1    Fergus, R.2    Freeman, W.T.3
  • 27
    • 0004236492 scopus 로고    scopus 로고
    • (3rd Ed.), Johns Hopkins University Press, Baltimore, MD, USA
    • Gene H. Golub and Charles F. Van Loan, Matrix Computations (3rd Ed.), Johns Hopkins University Press, Baltimore, MD, USA, 1996.
    • (1996) Matrix Computations
    • Golub, G.H.1    Loan Van, C.F.2
  • 28
  • 29
    • 84867872820 scopus 로고    scopus 로고
    • Real-time compressive tracking
    • Kaihua Zhang, Lei Zhang, and Ming-Hsuan Yang, "Real-time compressive tracking," in ECCV '12, pp. 864-877. 2012.
    • (2012) ECCV '12 , pp. 864-877
    • Zhang, K.1    Zhang, L.2    Yang, M.3
  • 30
    • 79959527478 scopus 로고    scopus 로고
    • Robust object tracking with online multiple instance learning
    • Boris Babenko, Ming-Hsuan Yang, and Serge Belongie, "Robust object tracking with online multiple instance learning," PAMI '11, vol. 33, pp. 1619-1632, 2011.
    • (2011) PAMI '11 , vol.33 , pp. 1619-1632
    • Babenko, B.1    Yang, M.2    Belongie, S.3
  • 31
    • 84866678444 scopus 로고    scopus 로고
    • Robust visual tracking via multi-task sparse learning
    • Tianzhu Zhang, Bernard Ghanem, Si Liu, and Narendra Ahuja, "Robust visual tracking via multi-task sparse learning," in CVPR '12, 2012, pp. 2042-2049.
    • (2012) CVPR '12 , pp. 2042-2049
    • Zhang, T.1    Ghanem, B.2    Liu, S.3    Ahuja, N.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.