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Volumn 23, Issue 1, 2011, Pages 23-38

Tracking feature extraction based on manifold learning framework

Author keywords

Feature extraction; Robotic visual tracking; Visual tracking

Indexed keywords

DYNAMIC SYSTEMS; DYNAMIC TRACKING; HIGH-DIMENSIONAL; INTELLIGENT VEHICLE SYSTEMS; LOW-DIMENSIONAL MANIFOLDS; MANIFOLD LEARNING; MEAN SHIFT; ON DYNAMICS; ROBOT SYSTEM; SYSTEM CONTROL; TRACKING FEATURE; TRACKING METHOD; VISION SYSTEMS; VISUAL NAVIGATION; VISUAL TRACKING;

EID: 79956126885     PISSN: 0952813X     EISSN: 13623079     Source Type: Journal    
DOI: 10.1080/0952813X.2010.506286     Document Type: Conference Paper
Times cited : (8)

References (30)
  • 3
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • DOI 10.1162/089976603321780317
    • Belkin, M., and Niyogi, P. (2003), 'Laplacian Eigenmaps for Dimensionality Reduction and Data Representation', Neural Computaction, 15, 1373-1396. (Pubitemid 37049796)
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 5
    • 0032302833 scopus 로고    scopus 로고
    • Elliptical head tracking using intensity gradient and colour histograms
    • Santa Barbara, CA
    • Birchfield, S. (1998), 'Elliptical Head Tracking using Intensity Gradient and Colour Histograms', in IEEE Conference on Computer Vision and Pattern Recognition, Santa Barbara, CA, pp. 232-237.
    • (1998) IEEE Conference on Computer Vision and Pattern Recognition , pp. 232-237
    • Birchfield, S.1
  • 13
    • 34047148915 scopus 로고    scopus 로고
    • Nonlinear manifold learning for dynamic shape and dynamic appearance
    • DOI 10.1016/j.cviu.2005.09.010, PII S1077314206001664
    • Elgammal, A., and Lee, C. S. (2007), 'Nonlinear Manifold Learning for Dynamic Shape and Dynamic Appearance', Computer Vision and Image Understanding, 106, 31-46. (Pubitemid 46528759)
    • (2007) Computer Vision and Image Understanding , vol.106 , Issue.1 , pp. 31-46
    • Elgammal, A.1    Lee, C.-S.2
  • 15
    • 84957609680 scopus 로고    scopus 로고
    • ICONDENSATION: Unifying low-level and high-level tracking in a stochastic framework
    • Freiburg Germany
    • Isard, M., and Blake, A. (1998a), 'ICONDENSATION: Unifying Low-level and High-level Tracking in a Stochastic Framework', in European Conference on Computer Vision, Freiburg Germany, pp. 767-781.
    • (1998) European Conference on Computer Vision , pp. 767-781
    • Isard, M.1    Blake, A.2
  • 16
    • 0032136153 scopus 로고    scopus 로고
    • CONDENSATION - Conditional Density Propagation for Visual Tracking
    • Isard, M., and Blake, A. (1998b), 'Condensation-conditional Density Propagation for Visual Tracking', International Journal of Computer Vision, 29, 5-28. (Pubitemid 128523364)
    • (1998) International Journal of Computer Vision , vol.29 , Issue.1 , pp. 5-28
    • Isard, M.1    Blake, A.2
  • 17
    • 35048874719 scopus 로고    scopus 로고
    • Stereovision-based head tracking using colour and ellipse fitting in a particle filter
    • Kwolek, B. (2004), 'Stereovision-based Head Tracking using Colour and Ellipse Fitting in a Particle Filter', in European Conference on Computer Vision, pp. 192-204.
    • (2004) European Conference on Computer Vision , pp. 192-204
    • Kwolek, B.1
  • 18
    • 38049152762 scopus 로고    scopus 로고
    • Neural network based visual tracking with multi-cue adaptive fusion
    • Nanjing, PR China
    • Li, Y. W., Hu, S. Q., and Guo, P. (2007), 'Neural Network Based Visual Tracking with Multi-cue Adaptive Fusion', in Advances in Neural Networks - ISNN 2007, Nanjing, PR China, pp. 950-958.
    • (2007) Advances in Neural. Networks - ISNN 2007 , pp. 950-958
    • Li, Y.W.1    Hu, S.Q.2    Guo, P.3
  • 20
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • Roweis, S. T., and Saul, L. K. (2000), 'Nonlinear Dimensionality Reduction by Locally Linear Embedding', Science, 290, 2323-2326. (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 21
    • 0034704189 scopus 로고    scopus 로고
    • The manifold ways of perception
    • DOI 10.1126/science.290.5500.2268
    • Seung, H. S., and Lee, D. D. (2000), 'The Manifold Ways of Perception', Science, 290, 2268-2269. (Pubitemid 32041555)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2268-2269
    • Seung, H.S.1    Lee, D.D.2
  • 22
    • 4544326145 scopus 로고    scopus 로고
    • Towards robust multi-cue integration for visual tracking
    • DOI 10.1007/s00138-002-0095-9
    • Spengler, M., and Schiele, B. (2003), 'Towards Robust Multi-cue Integration for Visual Tracking', Machine Visual Applications, 14, 50-58. (Pubitemid 40890136)
    • (2003) Machine Vision and Applications , vol.14 , Issue.1 , pp. 50-58
    • Spengler, M.1    Schiele, B.2
  • 23
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • DOI 10.1126/science.290.5500.2319
    • Tenenbaum, J. B., de Silva, V., and Langford, J. C. (2000), 'A Global Geometric Framework for Nonlinear Dimensionality Reduction', Science, 290, 2319-2323. (Pubitemid 32041577)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 24
    • 0035463825 scopus 로고    scopus 로고
    • Democratic integration: Self-organized integration of adaptive cues
    • DOI 10.1162/089976601750399308
    • Triesch, J., and von der Malsburg, Ch. (2001), 'Democratic Integration: Self-organized Integration of Adaptive Cues', Neural Computation, 13, 2049-2074. (Pubitemid 33595042)
    • (2001) Neural Computation , vol.13 , Issue.9 , pp. 2049-2074
    • Triesch, J.1    Von Der Malsburg, C.2
  • 25
    • 32544442498 scopus 로고    scopus 로고
    • Kernel extrapolation
    • DOI 10.1016/j.neucom.2005.12.113, PII S0925231205003292
    • Vishwanathana, S. V. N., Borgwardtc, K. M., Guttmana, O., and Smola, A. (2006), 'Kernel Extrapolation', Neurocomputing, 69, 721-729. (Pubitemid 43230377)
    • (2006) Neurocomputing , vol.69 , Issue.SPEC. ISS. , pp. 721-729
    • Vishwanathan, S.V.N.1    Borgwardt, K.M.2    Guttman, O.3    Smola, A.4
  • 26
    • 34249072476 scopus 로고    scopus 로고
    • Learning and matching of dynamic shape manifolds for human action recognition
    • DOI 10.1109/TIP.2007.896661
    • Wang, L., and Suter, D. (2007), 'Learning and Matching of Dynamic Shape Manifolds for Human Action Recognition', IEEE Transactions on Image Processing, 16, 1646-1661. (Pubitemid 46796060)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.6 , pp. 1646-1661
    • Wang, L.1    Suter, D.2
  • 27
    • 33744949513 scopus 로고    scopus 로고
    • Unsupervised learning of image manifolds by semidefinite programming
    • DOI 10.1007/s11263-005-4939-z
    • Weinberger, K. Q., and Saul, L. K. (2006), 'Unsupervised Learning of Image Manifolds by Semidefinite Programming', International Journal of Computer Vision, 70, 77-90. (Pubitemid 43855868)
    • (2006) International Journal of Computer Vision , vol.70 , Issue.1 , pp. 77-90
    • Weinberger, K.Q.1    Saul, L.K.2
  • 28
    • 3543134710 scopus 로고    scopus 로고
    • Robust visual tracking by integrating multiple cues based on co-inference learning
    • Wu, Y., and Huang, T. S. (2004), 'Robust Visual Tracking by Integrating Multiple Cues Based on Co-inference Learning', International Journal of Computer Vision, 58, 167-170.
    • (2004) International Journal of Computer Vision , vol.58 , pp. 167-170
    • Wu, Y.1    Huang, T.S.2
  • 30
    • 14544307975 scopus 로고    scopus 로고
    • Principal manifolds and nonlinear dimension reduction via local tangent space alignment
    • Zhang, Z. Y., and Zha, H. Y. (2004), 'Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment', SIAM Journal of Scientific Computer, 26, 313-338.
    • (2004) SIAM Journal of Scientific Computer , vol.26 , pp. 313-338
    • Zhang, Z.Y.1    Zha, H.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.