메뉴 건너뛰기




Volumn 46, Issue 2, 2013, Pages 483-496

Pairwise constraints based multiview features fusion for scene classification

Author keywords

Fusion; Multiview dimensionality reduction; Scene classification; User labeling information

Indexed keywords

ALTERNATING OPTIMIZATIONS; CALTECH; COMPLEMENTARY CHARACTERISTICS; DIMENSIONALITY REDUCTION; DIMENSIONALITY REDUCTION METHOD; DISCRIMINABILITY; EXCELLENT PERFORMANCE; LABELING PROCEDURES; LOW-DIMENSIONAL SUBSPACE; MULTI-VIEWS; MULTIPLE FEATURES; NATURAL SCENES; PAIRWISE CONSTRAINTS; QUERY IMAGES; REAL APPLICATIONS; REAL-WORLD DATASETS; SCENE CLASSIFICATION; SCENE IMAGE; SEMANTIC GAP; SHAPE CLASSIFICATION; USER LABELING INFORMATION;

EID: 84867403981     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2012.08.006     Document Type: Article
Times cited : (129)

References (62)
  • 1
    • 77649151199 scopus 로고    scopus 로고
    • Metric learning for semi-supervised clustering using pairwise constraints and the geometrical structure of data
    • M. Baghshah, and S. Shouraki Metric learning for semi-supervised clustering using pairwise constraints and the geometrical structure of data Intelligent Data Analysis 13 6 2009 887 899
    • (2009) Intelligent Data Analysis , vol.13 , Issue.6 , pp. 887-899
    • Baghshah, M.1    Shouraki, S.2
  • 2
    • 77951621794 scopus 로고    scopus 로고
    • Non-linear metric learning using pairwise similarity and dissimilarity constraints and the geometrical structure of data
    • M. Baghshah, and S. Shouraki Non-linear metric learning using pairwise similarity and dissimilarity constraints and the geometrical structure of data Pattern Recognition 43 8 2010 2982 2992
    • (2010) Pattern Recognition , vol.43 , Issue.8 , pp. 2982-2992
    • Baghshah, M.1    Shouraki, S.2
  • 4
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian Eigenmaps for dimensionality reduction and data representation
    • M. Belkin, and P. Niyogiy Laplacian Eigenmaps for dimensionality reduction and data representation Neural Computation 15 6 2003 1373 1396
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogiy, P.2
  • 8
    • 0018925643 scopus 로고
    • Two-dimensional spectral analysis of cortical receptive field profile
    • J. Daugman Two-dimensional spectral analysis of cortical receptive field profile Vision Research 20 1980 847 856
    • (1980) Vision Research , vol.20 , pp. 847-856
    • Daugman, J.1
  • 9
    • 0037948870 scopus 로고    scopus 로고
    • Hessian Eigenmaps: New locally linear embedding techniques for high-dimensional data
    • D.L. Donoho, and C. Grimes Hessian Eigenmaps: new locally linear embedding techniques for high-dimensional data Proceedings of the National Academy of Sciences 100 10 2003 5591 5596
    • (2003) Proceedings of the National Academy of Sciences , vol.100 , Issue.10 , pp. 5591-5596
    • Donoho, D.L.1    Grimes, C.2
  • 10
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • R.A. Fisher The use of multiple measurements in taxonomic problems Annals of Eugenics 7 1936 179 188
    • (1936) Annals of Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 13
    • 84861164231 scopus 로고    scopus 로고
    • NeNMF: An optimal gradient method for nonnegative matrix factorization
    • N. Guan, D. Tao, Z. Luo, and B. Yuan NeNMF: an optimal gradient method for nonnegative matrix factorization IEEE Transactions on Signal Processing 60 6 2012 2882 2898
    • (2012) IEEE Transactions on Signal Processing , vol.60 , Issue.6 , pp. 2882-2898
    • Guan, N.1    Tao, D.2    Luo, Z.3    Yuan, B.4
  • 20
    • 58149421595 scopus 로고
    • Analysis of a complex of statistical variables into principal components
    • H. Hotelling Analysis of a complex of statistical variables into principal components Journal of Educational Psychology 24 1933 417 441
    • (1933) Journal of Educational Psychology , vol.24 , pp. 417-441
    • Hotelling, H.1
  • 21
    • 50549105103 scopus 로고    scopus 로고
    • Wavelet feature selection for image classification
    • K. Huang, and S. Aviyente Wavelet feature selection for image classification IEEE Transactions on Image Processing 17 9 2008 1709 1720
    • (2008) IEEE Transactions on Image Processing , vol.17 , Issue.9 , pp. 1709-1720
    • Huang, K.1    Aviyente, S.2
  • 22
    • 0030214261 scopus 로고    scopus 로고
    • Image retrieval using color and shape
    • A. Jain, and A. Vailaya Image retrieval using color and shape Pattern Recognition 29 8 1996 1233 1244
    • (1996) Pattern Recognition , vol.29 , Issue.8 , pp. 1233-1244
    • Jain, A.1    Vailaya, A.2
  • 26
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe Distinctive image features from scale-invariant keypoints International Journal of Computer Vision 60 2 2004 91 110
    • (2004) International Journal of Computer Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 28
    • 0026821278 scopus 로고
    • Texture classification and segmentation using multiresolution simultaneous autoregressive models
    • J. Mao, and A.K. Jain Texture classification and segmentation using multiresolution simultaneous autoregressive models Pattern Recognition 25 2 1992 173 188
    • (1992) Pattern Recognition , vol.25 , Issue.2 , pp. 173-188
    • Mao, J.1    Jain, A.K.2
  • 31
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • A. Oliva, and A. Torralba Modeling the shape of the scene: a holistic representation of the spatial envelope International Journal of Computer Vision 42 3 2001 145 175
    • (2001) International Journal of Computer Vision , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 34
    • 1542316671 scopus 로고    scopus 로고
    • Distributed intelligence for multi-camera visual surveillance
    • P. Remagnino, A. Shihab, and G. Jones Distributed intelligence for multi-camera visual surveillance Pattern Recognition 37 4 2004 675 689
    • (2004) Pattern Recognition , vol.37 , Issue.4 , pp. 675-689
    • Remagnino, P.1    Shihab, A.2    Jones, G.3
  • 35
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S.T. Roweis, and L.K. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 22 2000 2323 2326
    • (2000) Science , vol.290 , Issue.22 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 36
    • 80055017471 scopus 로고    scopus 로고
    • Efficient semi-supervised learning on locally informative multiple graphs
    • M. Shiga, and H. Mamitsuka Efficient semi-supervised learning on locally informative multiple graphs Pattern Recognition 45 3 2012 1035 1049
    • (2012) Pattern Recognition , vol.45 , Issue.3 , pp. 1035-1049
    • Shiga, M.1    Mamitsuka, H.2
  • 38
    • 33746424489 scopus 로고    scopus 로고
    • Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval
    • D. Tao, X. Tang, X. Li, and X. Wu Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval IEEE Transactions on Pattern Analysis and Machine Intelligence 28 7 2006 1088 1099
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.7 , pp. 1088-1099
    • Tao, D.1    Tang, X.2    Li, X.3    Wu, X.4
  • 40
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • J. Tenenbaum, V. Silva, and J. Langford A global geometric framework for nonlinear dimensionality reduction Science 290 22 2000 2319 2323
    • (2000) Science , vol.290 , Issue.22 , pp. 2319-2323
    • Tenenbaum, J.1    Silva, V.2    Langford, J.3
  • 44
    • 8644258401 scopus 로고    scopus 로고
    • A statistical approach to texture classification from single images
    • M. Varma, and A. Zisserman A statistical approach to texture classification from single images International Journal of Computer Vision 62 1-2 2005 61 81
    • (2005) International Journal of Computer Vision , vol.62 , Issue.12 , pp. 61-81
    • Varma, M.1    Zisserman, A.2
  • 45
    • 34248666738 scopus 로고    scopus 로고
    • Generalizations of binary morphological shape decomposition
    • D. Vizireanu Generalizations of binary morphological shape decomposition Journal of Electronic Imaging 16 1 2007 1 6
    • (2007) Journal of Electronic Imaging , vol.16 , Issue.1 , pp. 1-6
    • Vizireanu, D.1
  • 46
    • 80055091203 scopus 로고    scopus 로고
    • Morphological skeleton decomposition interframe interpolation method
    • D. Vizireanu, S. Halunga, and G. Marghescu Morphological skeleton decomposition interframe interpolation method Journal of Electronic Imaging 19 2 2010 1 3
    • (2010) Journal of Electronic Imaging , vol.19 , Issue.2 , pp. 1-3
    • Vizireanu, D.1    Halunga, S.2    Marghescu, G.3
  • 50
    • 41549140536 scopus 로고    scopus 로고
    • Activity based surveillance video content modeling
    • T. Xiang, and S. Gong Activity based surveillance video content modeling Pattern Recognition 41 7 2008 2309 2326
    • (2008) Pattern Recognition , vol.41 , Issue.7 , pp. 2309-2326
    • Xiang, T.1    Gong, S.2
  • 53
    • 80054823948 scopus 로고    scopus 로고
    • Complex object correspondence construction in 2D animation
    • J. Yu, D. Liu, D. Tao, and H. Seah Complex object correspondence construction in 2D animation IEEE Transactions on Image Processing 20 11 2011 3257 3269
    • (2011) IEEE Transactions on Image Processing , vol.20 , Issue.11 , pp. 3257-3269
    • Yu, J.1    Liu, D.2    Tao, D.3    Seah, H.4
  • 54
    • 84862575703 scopus 로고    scopus 로고
    • Adaptive hypergraph learning and its application in image classification
    • J. Yu, D. Tao, and M. Wang Adaptive hypergraph learning and its application in image classification IEEE Transactions on Image Processing 21 7 2012 3262 3272
    • (2012) IEEE Transactions on Image Processing , vol.21 , Issue.7 , pp. 3262-3272
    • Yu, J.1    Tao, D.2    Wang, M.3
  • 55
    • 84867403495 scopus 로고    scopus 로고
    • Semi-supervised multiview distance metric learning for cartoon synthesis
    • 10.1109/TIP.2012.2207395
    • J. Yu, M. Wang, and D. Tao Semi-supervised multiview distance metric learning for cartoon synthesis IEEE Transactions on Image Processing 2012 10.1109/TIP.2012.2207395
    • (2012) IEEE Transactions on Image Processing
    • Yu, J.1    Wang, M.2    Tao, D.3
  • 56
    • 84866523030 scopus 로고    scopus 로고
    • On combining multiple features for cartoon character retrieval and clip synthesis
    • 10.1109/TSMCB.2012.2192108
    • J. Yu, D. Liu, and D. Tao On combining multiple features for cartoon character retrieval and clip synthesis IEEE Transactions on Systems, Man and Cybernetics, Part B 2012 10.1109/TSMCB.2012.2192108
    • (2012) IEEE Transactions on Systems, Man and Cybernetics, Part B
    • Yu, J.1    Liu, D.2    Tao, D.3
  • 57
    • 80054993407 scopus 로고    scopus 로고
    • Semi-supervised classification based on random subspace dimensionality reduction
    • G. Yu, G. Zhang, C. Domeniconi, Z. Yu, and J. You Semi-supervised classification based on random subspace dimensionality reduction Pattern Recognition 45 3 2012 1119 1135
    • (2012) Pattern Recognition , vol.45 , Issue.3 , pp. 1119-1135
    • Yu, G.1    Zhang, G.2    Domeniconi, C.3    Yu, Z.4    You, J.5
  • 58
    • 14544307975 scopus 로고    scopus 로고
    • Principal manifolds and nonlinear dimension reduction via local tangent space alignment
    • Z. Zhang, and H. Zha Principal manifolds and nonlinear dimension reduction via local tangent space alignment SIAM Journal of Scientific Computing 26 1 2005 313 338
    • (2005) SIAM Journal of Scientific Computing , vol.26 , Issue.1 , pp. 313-338
    • Zhang, Z.1    Zha, H.2
  • 60
    • 77951179901 scopus 로고    scopus 로고
    • Multi-source feature selection via geometry dependent covariance analysis
    • Z. Zhao, H. Liu, Multi-source feature selection via geometry dependent covariance analysis. In: Proceedings of the JMLR Workshop Conference, 2008, pp. 36-47.
    • (2008) Proceedings of the JMLR Workshop Conference , pp. 36-47
    • Zhao, Z.1    Liu, H.2
  • 62
    • 34547992388 scopus 로고    scopus 로고
    • Multiclass multiple kernel learning
    • Corvallis, OR
    • A. Zien, C. S. Ong, Multiclass multiple kernel learning. In: Proceedings of the 24th ICML, Corvallis, OR, 2007, pp. 1191-1198.
    • (2007) Proceedings of the 24th ICML , pp. 1191-1198
    • Zien, A.1    Ong, C.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.