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Volumn 47, Issue 11, 2014, Pages 3512-3519

Image clustering based on sparse patch alignment framework

Author keywords

Image clustering; Manifold learning; Sparse representation

Indexed keywords

ALGORITHMS; CONTENT BASED RETRIEVAL;

EID: 84904310016     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2014.05.002     Document Type: Article
Times cited : (108)

References (43)
  • 3
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S. Roweis, and L. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 5500 2000 2323 2326 (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 4
    • 84904354459 scopus 로고    scopus 로고
    • Manifold elastic net: A unified framework for sparse dimension reduction
    • T. Zhou, D. Tao, and X. Wu Manifold elastic net: a unified framework for sparse dimension reduction IEEE Trans. Knowl. Data Eng. 21 9 2009 1299 1313
    • (2009) IEEE Trans. Knowl. Data Eng. , vol.21 , Issue.9 , pp. 1299-1313
    • Zhou, T.1    Tao, D.2    Wu, X.3
  • 5
    • 49049111209 scopus 로고    scopus 로고
    • Semi-supervised discriminant analysis
    • D. Cai, X. He, and J. Han Semi-supervised discriminant analysis ICCV 2007
    • (2007) ICCV
    • Cai, D.1    He, X.2    Han, J.3
  • 6
    • 84867860164 scopus 로고    scopus 로고
    • Multimodal graph-based reranking for web image search
    • M. Wang, H. Li, D. Tao, K. Lu, and X. Wu Multimodal graph-based reranking for web image search IEEE Trans. Image Process. 21 11 2012 4649 4661
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.11 , pp. 4649-4661
    • Wang, M.1    Li, H.2    Tao, D.3    Lu, K.4    Wu, X.5
  • 7
    • 30344483178 scopus 로고    scopus 로고
    • Document clustering using locality preserving indexing
    • DOI 10.1109/TKDE.2005.198
    • D. Cai, X. He, and J Han Document clustering using locality preserving indexing IEEE Trans. Knowl. Data Eng. 17 12 2005 1624 1637 (Pubitemid 43060413)
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.12 , pp. 1624-1637
    • Cai, D.1    He, X.2    Han, J.3
  • 8
    • 3042541904 scopus 로고    scopus 로고
    • Robust linear dimensionality reduction
    • Y. Koren, and L. Carmel Robust linear dimensionality reduction IEEE Trans. Vis. Comput. Gr. 10 4 2004 459 470
    • (2004) IEEE Trans. Vis. Comput. Gr. , vol.10 , Issue.4 , pp. 459-470
    • Koren, Y.1    Carmel, L.2
  • 9
    • 58049210354 scopus 로고    scopus 로고
    • Probabilistic subgraph matching approach based on convex relaxation
    • C. Schellewald, and C. Schnorr Probabilistic subgraph matching approach based on convex relaxation EMMCVPR 2005
    • (2005) EMMCVPR
    • Schellewald, C.1    Schnorr, C.2
  • 11
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using Gaussian fields and harmonic functions
    • X. Zhu, Z. Ghahramani, and J. Lafferty Semi-supervised learning using Gaussian fields and harmonic functions ICML 2003
    • (2003) ICML
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3
  • 12
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • DOI 10.1162/089976603321780317
    • M. Belkin, and P. Niyogi Laplacian eigenmaps for dimensionality reduction and data representation Neural Comput. 15 6 2003 1373 1396 (Pubitemid 37049796)
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 13
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S. Roweis, and L. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 2000 2323 2326 (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 14
    • 14544307975 scopus 로고    scopus 로고
    • Principal manifolds and nonlinear dimensionality reduction via tangent space alignment
    • DOI 10.1137/S1064827502419154
    • Z. Zhang, and H. Zha Principal manifolds and nonlinear dimension reduction via local tangent space alignment SIAM J. Sci. Comput. 26 1 2005 313 338 (Pubitemid 40297703)
    • (2005) SIAM Journal of Scientific Computing , vol.26 , Issue.1 , pp. 313-338
    • Zhang, Z.1    Zha, H.2
  • 16
    • 68549120964 scopus 로고    scopus 로고
    • Patch alignment for dimensionality reduction
    • T. Zhang, D. Tao, X. Li, and J. Yang Patch alignment for dimensionality reduction TKDE 21 9 2009 1299 1313
    • (2009) TKDE , vol.21 , Issue.9 , pp. 1299-1313
    • Zhang, T.1    Tao, D.2    Li, X.3    Yang, J.4
  • 18
    • 84862296272 scopus 로고    scopus 로고
    • Transductive classification via local learning regularization
    • M. Wu and B. Schölkopf, Transductive classification via local learning regularization, in: AI Statistics, 2007: 628-635.
    • (2007) AI Statistics , pp. 628-635
    • Wu, M.1
  • 19
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • DOI 10.1126/science.290.5500.2319
    • J. Tenenbaum, V. Silva, and J. Langford A global geometric framework for nonlinear dimensionality reduction Science 290 2000 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
  • 20
    • 85032760331 scopus 로고    scopus 로고
    • Subspace clustering
    • R. Vidal Subspace clustering, IEEE Signal Process. Mag. 28 2 2011 52 68
    • (2011) IEEE Signal Process. Mag. , vol.28 , Issue.2 , pp. 52-68
    • Vidal, R.1
  • 22
    • 50949096624 scopus 로고    scopus 로고
    • Estimation of subspace arrangements with applications in modeling and segmenting mixed data
    • Y. Ma, A. Yang, H. Derksen, and R. Fossum Estimation of subspace arrangements with applications in modeling and segmenting mixed data SIAM Rev. 50 3 2008 413 458
    • (2008) SIAM Rev. , vol.50 , Issue.3 , pp. 413-458
    • Ma, Y.1    Yang, A.2    Derksen, H.3    Fossum, R.4
  • 24
  • 25
    • 84858022214 scopus 로고    scopus 로고
    • Image Engineering and Neural Computing Lab, University of Manchester Institute of Science and Technology, UK
    • D. Graham and N. Allinson, Web site of UMIST multi-view face database: http://images.ee.umist.ac.uk/danny/database.html, Image Engineering and Neural Computing Lab, University of Manchester Institute of Science and Technology, UK.
    • Web Site of UMIST Multi-view Face Database
    • Graham, D.1    Allinson, N.2
  • 28
    • 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 J. Educ. Psychol. 24 1933 417 441
    • (1933) J. Educ. Psychol. , vol.24 , pp. 417-441
    • Hotelling, H.1
  • 30
    • 84866500825 scopus 로고    scopus 로고
    • Assistive Tagging: A Survey of Multimedia Tagging with Human-Computer Joint Exploration
    • M. Wang, B. Ni, X. Hua, and T. Chua Assistive Tagging: A Survey of Multimedia Tagging with Human-Computer Joint Exploration ACM Computing Surveys 4 4 2012
    • (2012) ACM Computing Surveys , vol.4 , Issue.4
    • Wang, M.1    Ni, B.2    Hua, X.3    Chua, T.4
  • 31
    • 84864027458 scopus 로고    scopus 로고
    • Learning with hypergraphs: Clustering, classification, and embedding
    • D. Zhou, J. Huang, and B. Schölkopf Learning with hypergraphs: clustering, classification, and embedding NIPS 2006 1601 1608
    • (2006) NIPS , pp. 1601-1608
    • Zhou, D.1    Huang, J.2    Schölkopf, B.3
  • 33
  • 36
    • 70450184118 scopus 로고    scopus 로고
    • Sparse subspace clustering
    • E. Elhamifar, and R. Vidal Sparse subspace clustering CVPR 2009 2790 2797
    • (2009) CVPR , pp. 2790-2797
    • Elhamifar, E.1    Vidal, R.2
  • 37
    • 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 Trans. Pattern Anal. Mach. Intell. 28 7 2006 1088 1099
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell. , vol.28 , Issue.7 , pp. 1088-1099
    • Tao, D.1    Tang, X.2    Li, X.3    Wu, X.4
  • 38
    • 36048992886 scopus 로고    scopus 로고
    • General tensor discriminant analysis and gabor features for gait recognition
    • D. Tao, X. Li, X. Wu, and S.J. Maybank General tensor discriminant analysis and gabor features for gait recognition IEEE Trans. Pattern Anal. Mach. Intell. 29 10 2007 1700 1715
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.10 , pp. 1700-1715
    • Tao, D.1    Li, X.2    Wu, X.3    Maybank, S.J.4
  • 40
    • 79953054794 scopus 로고    scopus 로고
    • Max-Min distance analysis by using sequential SDP relaxation for dimension reduction
    • W. Bian, and D. Tao Max-Min distance analysis by using sequential SDP relaxation for dimension reduction IEEE Trans. Pattern Anal. Mach. Intell. 33 5 2011 1037 1050
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.5 , pp. 1037-1050
    • Bian, W.1    Tao, D.2
  • 41
    • 84911897421 scopus 로고    scopus 로고
    • High-order Distance based Multiview Stochastic Learning in Image Classification
    • 10.1109/TCYB.2014.2307862
    • J. Yu, Y. Rui, Y. Tang, and D. Tao High-order Distance based Multiview Stochastic Learning in Image Classification IEEE Transactions on Cybernetics 2014 10.1109/TCYB.2014.2307862
    • (2014) IEEE Transactions on Cybernetics
    • Yu, J.1    Rui, Y.2    Tang, Y.3    Tao, D.4
  • 42
    • 84898031966 scopus 로고    scopus 로고
    • Click Prediction for Web Image Reranking using Multimodal Sparse Coding
    • J. Yu, Y. Rui, and D. Tao Click Prediction for Web Image Reranking using Multimodal Sparse Coding IEEE Transactions on Image Processing 23 5 2014 2019 2032
    • (2014) IEEE Transactions on Image Processing , vol.23 , Issue.5 , pp. 2019-2032
    • Yu, J.1    Rui, Y.2    Tao, D.3
  • 43
    • 84890948217 scopus 로고    scopus 로고
    • Exploiting Click Constraints and Multiview Features for Image Reranking
    • J. Yu, Y. Rui, and B. Chen Exploiting Click Constraints and Multiview Features for Image Reranking IEEE Transactions on Multimedia 16 1 2014 159 168
    • (2014) IEEE Transactions on Multimedia , vol.16 , Issue.1 , pp. 159-168
    • Yu, J.1    Rui, Y.2    Chen, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.