메뉴 건너뛰기




Volumn 23, Issue 5, 2014, Pages 2019-2032

Click prediction for web image reranking using multimodal sparse coding

Author keywords

click; Image reranking; manifolds; sparse codes.

Indexed keywords

ALGORITHMS; AUTOMOBILE ENGINE MANIFOLDS; FORECASTING; GRAPH THEORY; SEMANTICS;

EID: 84898031966     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2014.2311377     Document Type: Article
Times cited : (528)

References (50)
  • 1
    • 80052952189 scopus 로고    scopus 로고
    • Less is more: Efficient 3D object retrieval with query view selection
    • Oct.
    • Y. Gao, M. Wang, Z. J. Zha, Q. Tian, Q. Dai, and N. Zhang, "Less is more: Efficient 3D object retrieval with query view selection," IEEE Trans. Multimedia, vol. 13, no. 5, pp. 1007-1018, Oct. 2011.
    • (2011) IEEE Trans. Multimedia , vol.13 , Issue.5 , pp. 1007-1018
    • Gao, Y.1    Wang, M.2    Zha, Z.J.3    Tian, Q.4    Dai, Q.5    Zhang, N.6
  • 2
    • 84898030221 scopus 로고    scopus 로고
    • Trans-media pseudo relevance feedback methods in multimedia retrieval
    • S. Clinchant, J. M. Renders, and G. Csurka, "Trans-media pseudo relevance feedback methods in multimedia retrieval," in Proc. CLEF, 2007, pp. 1-12.
    • (2007) Proc. CLEF , pp. 1-12
    • Clinchant, S.1    Renders, J.M.2    Csurka, G.3
  • 3
    • 80054826786 scopus 로고    scopus 로고
    • Improving web image search by bag-based reranking
    • Nov.
    • L. Duan, W. Li, I. W. Tsang, and D. Xu, "Improving web image search by bag-based reranking," IEEE Trans. Image Process., vol. 20, no. 11, pp. 3280-3290, Nov. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.11 , pp. 3280-3290
    • Duan, L.1    Li, W.2    Tsang, I.W.3    Xu, D.4
  • 5
    • 85162040006 scopus 로고    scopus 로고
    • Evaluating search engines by modeling the relationship between relevance and clicks
    • B. Carterette and R. Jones, "Evaluating search engines by modeling the relationship between relevance and clicks," in Proc. Adv. Neural Inf. Process. Syst., 2007, pp. 1-9.
    • (2007) Proc. Adv. Neural Inf. Process. Syst. , pp. 1-9
    • Carterette, B.1    Jones, R.2
  • 6
    • 77950921696 scopus 로고    scopus 로고
    • A model to estimate intrinsic document relevance from the clickthrough logs of a web search engine
    • G. Dupret and C. Liao, "A model to estimate intrinsic document relevance from the clickthrough logs of a web search engine," in Proc. ACM Int. Conf. Web Search Data Mining, 2010, pp. 181-190.
    • (2010) Proc. ACM Int. Conf. Web Search Data Mining , pp. 181-190
    • Dupret, G.1    Liao, C.2
  • 7
    • 84883971467 scopus 로고    scopus 로고
    • Evaluating implicit judgments from image search interactions
    • G. Smith and H. Ashman, "Evaluating implicit judgments from image search interactions," in Proc. WebSci. Soc., 2009, pp. 1-3.
    • (2009) Proc. WebSci. Soc. , pp. 1-3
    • Smith, G.1    Ashman, H.2
  • 10
    • 84873446939 scopus 로고    scopus 로고
    • Learning to re-rank: Query-dependent image re-ranking using click data
    • V. Jain and M. Varma, "Learning to re-rank: Query-dependent image re-ranking using click data," in Proc. Int. Conf. World Wide Web, 2011, pp. 277-286.
    • (2011) Proc. Int. Conf. World Wide Web , pp. 277-286
    • Jain, V.1    Varma, M.2
  • 11
    • 33745604236 scopus 로고    scopus 로고
    • Stable signal recovery from incomplete and inaccurate measurements
    • DOI 10.1002/cpa.20124
    • E. Candès, J. Romberg, and T. Tao, "Stable signal recovery from incomplete and inaccurate measurements," Commun. Pure Appl. Math., vol. 59, no. 8, pp. 1207-1223, 2006. (Pubitemid 43988295)
    • (2006) Communications on Pure and Applied Mathematics , vol.59 , Issue.8 , pp. 1207-1223
    • Candes, E.J.1    Romberg, J.K.2    Tao, T.3
  • 12
    • 77955994778 scopus 로고    scopus 로고
    • Efficient computation of robust low-rank matrix approximations in the presence of missing data using the l1 norm
    • Jun.
    • A. Eriksson and A. van den Hengel, "Efficient computation of robust low-rank matrix approximations in the presence of missing data using the l1 norm," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2010, pp. 771-778.
    • (2010) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 771-778
    • Eriksson, A.1    Hengel Den A.Van2
  • 14
    • 70450209196 scopus 로고    scopus 로고
    • Linear spatial pyramid matching using sparse coding for image classification
    • Jun.
    • J. Yang, K. Yu, Y. Gong, and T. Huang, "Linear spatial pyramid matching using sparse coding for image classification," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2009, pp. 1794-1801.
    • (2009) Proc. IEEE Conf. Comput. Vis. Pattern Recognit , pp. 1794-1801
    • Yang, J.1    Yu, K.2    Gong, Y.3    Huang, T.4
  • 15
    • 78149343905 scopus 로고    scopus 로고
    • Kernel sparse representation for image classification and face recognition
    • S. Gao, I. Tsang, and L. T. Chia, "Kernel sparse representation for image classification and face recognition," in Proc. Eur. Conf. Comput. Vis., 2010, pp. 1-14.
    • (2010) Proc. Eur. Conf. Comput. Vis. , pp. 1-14
    • Gao, S.1    Tsang, I.2    Chia, L.T.3
  • 19
    • 84870191664 scopus 로고    scopus 로고
    • Laplacian sparse coding, hypergraph Laplacian sparse coding, and applications
    • Jan.
    • S. Gao, I. Tsang, and L. Chia, "Laplacian sparse coding, hypergraph Laplacian sparse coding, and applications," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 1, pp. 92-104, Jan. 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.1 , pp. 92-104
    • Gao, S.1    Tsang, I.2    Chia, L.3
  • 23
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • DOI 10.1162/089976603321780317
    • M. Belkin and P. Niyogiy, "Laplacian eigenmaps for dimensionality reduction and data representation," Neural Comput., vol. 15, no. 6, pp. 1373-1396, 2003. (Pubitemid 37049796)
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 25
  • 27
    • 70350688145 scopus 로고    scopus 로고
    • A hypergraph-based learning algorithm for classifying gene expression and array CGH data with prior knowledge
    • Z. Tian, T. Hwang, and R. Kuang, "A hypergraph-based learning algorithm for classifying gene expression and array CGH data with prior knowledge," Bioinformatics, vol. 25, no. 21, pp. 2831-2838, 2009.
    • (2009) Bioinformatics , vol.25 , Issue.21 , pp. 2831-2838
    • Tian, Z.1    Hwang, T.2    Kuang, R.3
  • 29
    • 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," in Proc. Neural Inf. Process. Syst., 2006, pp. 1601-1608.
    • (2006) Proc. Neural Inf. Process. Syst. , pp. 1601-1608
    • Zhou, D.1    Huang, J.2    Schölkopf, B.3
  • 33
    • 37849049900 scopus 로고    scopus 로고
    • Optimizing multigraph learning: Towards a unified video annotation scheme
    • M. Wang, X. S. Hua, X. Yuan, Y. Song, and L. R. Dai, "Optimizing multigraph learning: Towards a unified video annotation scheme," in Proc. ACM Int. Conf. Multimedia, 2007, pp. 862-870.
    • (2007) Proc. ACM Int. Conf. Multimedia , pp. 862-870
    • Wang, M.1    Hua, X.S.2    Yuan, X.3    Song, Y.4    Dai, L.R.5
  • 34
    • 77956019826 scopus 로고    scopus 로고
    • Positional relevance model for pseudo-relevance feedback
    • Y. Lv and C. Zhai, "Positional relevance model for pseudo-relevance feedback," in Proc. Int. Conf. Res. Develop. Inf. Retr., 2010, pp. 579-586.
    • (2010) Proc. Int. Conf. Res. Develop. Inf. Retr. , pp. 579-586
    • Lv, Y.1    Zhai, C.2
  • 37
    • 37849027269 scopus 로고    scopus 로고
    • Video search reranking through random walk over document-level context graph
    • W. Hsu, L. Kennedy, and S. Chang, "Video search reranking through random walk over document-level context graph," in Proc. ACM Int. Conf. Multimedia, 2007, pp. 971-980.
    • (2007) Proc. ACM Int. Conf. Multimedia , pp. 971-980
    • Hsu, W.1    Kennedy, L.2    Chang, S.3
  • 39
    • 34247882698 scopus 로고    scopus 로고
    • Evaluating the accuracy of implicit feedback from clicks and query reformulations in web search
    • T. Joachims, L. Granka, B. Pan, H. Hembrooke, F. Radlinski, and G. Gay, "Evaluating the accuracy of implicit feedback from clicks and query reformulations in web search," ACM TOIS, vol. 25, no. 2, pp. 1-6, 2007.
    • (2007) ACM TOIS , vol.25 , Issue.2 , pp. 1-6
    • Joachims, T.1    Granka, L.2    Pan, B.3    Hembrooke, H.4    Radlinski, F.5    Gay, G.6
  • 41
    • 0001287271 scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," J. R. Statist. Soc., Series B, vol. 58, no. 8, pp. 267-288, 1994.
    • (1994) J. R. Statist. Soc., Series B , vol.58 , Issue.8 , pp. 267-288
    • Tibshirani, R.1
  • 42
    • 1842637192 scopus 로고    scopus 로고
    • Cumulated gain-based evaluation of IR techniques
    • DOI 10.1145/582415.582418
    • K. Jarvelin and J. Kekalainen, "Cumulated gain-based evaluation of ir techniques," ACM Trans. Inf. Syst., vol. 20, no. 4, pp. 422-446, 2002. (Pubitemid 44642296)
    • (2002) ACM Transactions on Information Systems , vol.20 , Issue.4 , pp. 422-446
    • Jarvelin, K.1    Kekalainen, J.2
  • 44
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • DOI 10.1023/A:1011139631724
    • A. Oliva and A. Torralba, "Modeling the shape of the scene: A holistic representation of the spatial envelope," Int. J. Comput. Vis., vol. 42, no. 3, pp. 145-175, 2001. (Pubitemid 32680801)
    • (2001) International Journal of Computer Vision , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 45
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 48
    • 1942452297 scopus 로고    scopus 로고
    • Online feature selection using grafting
    • S. Perkins and J. Theiler, "Online feature selection using grafting," in Proc. ICML, 2003, pp. 592-599.
    • (2003) Proc. ICML , pp. 592-599
    • Perkins, S.1    Theiler, J.2
  • 50
    • 84887452388 scopus 로고    scopus 로고
    • A survey on multi-view learning
    • C. Xu, D. Tao, and C. Xu, "A survey on multi-view learning," Neural Comput. Appl., vol. 23, no. 7-8, pp. 2031-2038, 2013.
    • (2013) Neural Comput. Appl. , vol.23 , Issue.7-8 , pp. 2031-2038
    • Xu, C.1    Tao, D.2    Xu, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.