[1] RASIWASIA N, PEREIRA J C, COVIELLO E, et al. A new approach to cross-modal multimedia retrieval[C]// Proceedings of the 18th ACM International Conference on Multimedia. Firenze, Italy: ACM Press, 2010: 251-260. [2] PEREIRA J C, COVIELLO E, DOYLE G, et al. On the role of correlation and abstraction in cross-modal multimedia retrieval[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(3): 521-535. [3] WANG S, LU J, GU X, et al. Unsupervised discriminant canonical correlation analysis based on spectral clustering[J]. Neurocomputing, 2016, 171(C): 425-433. [4] ZU C, ZHANG D. Canonical sparse cross-view correlation analysis[J]. Neurocomputing, 2016, 191: 263-272. [5] BALLAN L, URICCHIO T, SEIDENARI L, et al. A cross-media model for automatic image annotation[C]// Proceedings of International Conference on Multimedia Retrieval. New York: ACM Press, 2014: No.73(1-8). [6] WANG S, ZHUANG F, JIANG S, et al. Cluster-sensitive structured correlation analysis for web cross-modal retrieval[J]. Neurocomputing, 2015, 168: 747-760. [7] GONG Y, KE Q, ISARD M, et al. A multi-view embedding space for modeling internet images, tags, and their semantics[J]. International Journal of Computer Vision, 2014, 106(2): 210-233. [8] 张博, 郝杰, 马刚, 等. 混合概率典型相关性分析[J]. 计算机研究与发展, 2015, 52(7):1463-1476. ZHANG B, HAO J, MA G, et al. Mixture of probabilistic canonical correlation analysis[J]. Journal of Computer Research and Development, 2015, 52(7): 1463-1476. [9] 张博, 郝杰, 马刚, 等. 基于弱匹配概率典型相关性分析的图像自动标注[J]. 软件学报, 2017, 28(2): 292-309. ZHANG B, HAO J, MA G, et al. Automatic image annotation based on semi-paired probabilistic canonical correlation analysis [J]. Journal of Software, 2017, 28(2): 292-309. [10] SRIVASTAVA N, SALAKHUTDINOV R. Learning representations for multimodal data with deep belief nets[C]// International Conference on Machine Learning Workshop. Edinburgh, Scotland: IMLS Press, 2012: 1-8. [11] FENG F, WANG X, LI R. Cross-modal retrieval with correspondence autoencoder[C]// Proceedings of the 22nd ACM international conference on Multimedia. San Francisco, USA: ACM Press, 2014: 7-16. [12] WANG C, YANG H, MEINEL C. Deep semantic mapping for cross-modal retrieval[C]// 27th International Conference on Tools with Artificial Intelligence. Vietri sul Mare, Italy: IEEE Computer Society, 2015: 234-241. [13] ANDREW G, ARORA R, BILMES J A, et al. Deep canonical correlation analysis[C]// Proceedings of the 30th International Conference on Machine Learning . Atlanta, USA: IMLS Press, 2013: 1247-1255. [14] BLEI D M, NG A Y, JORDAN M I. Latent dirichlet allocation[J]. Journal of Machine Learning Research, 2003, (3): 993-1022. [15] LIU D C, NOCEDAL J. On the limited memory BFGS method for large scale optimization[J]. Mathematical programming, 1989, 45(1): 503-528. [16] JOACHIMS T. Optimizing search engines using clickthrough data[C]// Proceedings of the 8th ACM SIGKDD International Conference on Knowledge discovery and Data Mining. Edmonton, Canada: ACM Press, 2002: 133-142.
() ( |