Continuum regression for cross-modal multimedia retrieval

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2012, Pages 1949-1952

  Chen, Yongming ^a   Wang, Liang ^a   Wang, Wei ^a   Zhang, Zhang ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

Canonical correlation analysis; continuum regression; cross modal retrieval; partial least squares regression

Indexed keywords

CANONICAL CORRELATION ANALYSIS; CLASSIFICATION TASKS; COMMON SPACES; CONTINUUM REGRESSION; CROSS-MODAL; FIXED VARIANCE; INFORMATION DISSIPATIONS; INTERNET SEARCHES; MULTIMEDIA RETRIEVAL; MULTINOMIAL LOGISTIC REGRESSION MODELS; PARTIAL LEAST SQUARES REGRESSION;

IMAGE PROCESSING; LOGISTICS; REGRESSION ANALYSIS; SEARCH ENGINES;

INFORMATION RETRIEVAL;

EID: 84875871744     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2012.6467268     Document Type: Conference Paper

References (10)

1. N. Rasiwasia, J.C. Pereira, E. Coviello, G. Doyle, G.R.G. Lanckriet, R. Levy, and N. Vasconcelos, "A New Approach to Cross-Modal Multimedia Retrieval," Proceedings of the 18th ACM Conference on Multimedia, 2010.
2. H. Ohkushi, T. Ogawa, and M. Haseyama, "Kernel CCA-based Music Recommendation According to Human Motion Robust to Temporal Expansion," Proceedings of International Symposium on Communications and Information Technologies, pp.1030-1034, 2010.
3. Y. Yang, F. Wu, D. Xu, Y.T. Zhuang, and L.T. Chia, "Cross-Media Retrieval Using Query Dependent Search Methods," Pattern Recognition, vol. 43, pp. 2927-2936, 2010.
4. Y.T. Zhuang, Y. Yang, and F. Wu, "Mining Semantic Correlation of Heterogeneous Multimedia Data for Cross-Media Retrieval," IEEE Transactions on Multimedia, vol. 10, no. 2, pp. 221-229, 2008.
5. Z.C. Li, J. Liu, and H.Q. Lu, "Sparse Constraint Nearest Neighbour Selection in Cross-Media Retrieval," Proceedings of the 17th International Conference on Image Processing, pp. 1465-1468, 2010.
6. J.A. Wegelin, "A Survey of Partial Least Squares (PLS) Methods, with Emphasison the Two-Block Case," Technical Report, Department of Statistics, University of Washington, Seattle, pp. 1-44, 2000.
7. R. Rosipal, and N. Krämer, "Overview and Recent Advances in Partial Least Squares," Lecture Notes in Computer Science, vol. 3940, pp. 34-51, 2006.
8. S. Serneelsa, P. Filzmoserb, C. Crouxc, and P.J. Van Espe, "Robust Continuum Regression," Chemometrics and Intelligent Laboratory Systems, vol. 76, pp. 197-204, 2005.
9. S. Bougearda, M. Hanafi, and E.M. Qannari, "Continuum Redundancy-PLS Regression: A Simple Continuum Approach," Computational Statistics and Data Analysis, vol. 52, pp. 3686-3696, 2008.
10. R.E. Fan, K.W. Chang, C.J. Hsieh, X.R. Wang, and C.J. Lin, "LIBLINEAR: A Library for Large Linear Classification," Journal of Machine Learning Research, vol. 9, pp. 1871-1874, 2008.