[1] Li J, Wang J Z. Automatic linguistic indexing of pictures by a statistical modeling approach[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25(10): 1 075-1 088. [2] Jeon J, Lavrenko V, Manmatha R. Automatic image annotation and retrieval using cross-media relevance models[C]// Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Toronto, Canada: ACM Press, 2003: 119-126. [3] Fu H, Zhang Q, Qiu G P. Random forest for image annotation[C]// Proceedings of the 12th European Conference on Computer Vision. Florence, Italy: Springer, 2012: 86-99. [4] Zhang D S, Islam M M, Lu G J. A review on automatic image annotation techniques[J]. Pattern Recognition, 2012, 45(1): 346-362. [5] Wang X J, Zhang L, Li X R, et al. Annotating images by mining image search results[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2008, 30(11): 1 919-1 932. [6] Wang X J, Zhang L, Liu M, et al. ARISTA - image search to annotation on billions of web photos[C]// IEEE Conference on Computer Vision and Pattern Recognition. San Francisco, USA: IEEE Press, 2010: 2 987-2 994. [7] Lu Y J, Zhang L, Liu J M, et al. Constructing concept lexica with small semantic gaps[J]. IEEE Transactions on Multimedia, 2010, 12(4): 288-299. [8] Li L J, Su H, Xing E P, et al. Object bank: A high-level image representation for scene classification & semantic feature sparsification[C]// Proceedings of the Advances in Neural Information Processing Systems. Vancouver, Canada, 2010: 1 378-1 386. [9] Mahajan D K, Sellamanickam S, Nair V. A joint learning framework for attribute models and object descriptions[C]// International Conference on Computer Vision. Barcelona, Spanish: IEEE Press, 2011: 1 227-1 234. [10] Yu F X, Ji R R, Tsai, M H, et al. Weak attributes for large-scale image retrieval[C]// Proceedings of IEEE International Conference on Computer Vision and Patten Recognition. Portland, USA: IEEE Press, 2012: 2 949-2 956. [11] Deng J, Dong W, Socher R, et al. ImageNet: A large-scale hierarchical image database[C]// IEEE Conference on Computer Vision and Pattern Recognition. Miami, USA: IEEE Press, 2009: 248-255. [12] Torresani L, Szummer M, Fitzgibbon A W. Efficient object category recognition using classemes[C]// Proceedings of the 11th European Conference on Computer Vision: Part I. Heraklion, Greece: IEEE Press, 2010: 776-789. [13] van de Sande K E A, Gevers T, Snoek C G M. Evaluating color descriptors for object and scene recognition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32(9): 1 582-1 596. [14] Shechtman E, Irani M. Matching local self-similarities across images and videos[C]// IEEE Conference on Computer Vision and Pattern Recognition. Minneapolis, USA: IEEE Press, 2007: 1-8. [15] Bosch A, Zisserman A, Muoz X. Representing shape with a spatial pyramid kernel[C]// Proceedings of the 6th ACM International Conference on Image and Video Retrieval. New York: ACM Press, 2007:401-408. [16] Varma M, Babu B R. More generality in efficient multiple kernel learning[C]// Proceedings of the International Conference on Machine Learning. Montreal, Canada: ACM Press, 2009: 1 065-1 072. [17] Platt J C. Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods[J]. Advances in Large Margin Classifiers, 1999: 61-74. [18] Deng Y N, Manjunath B S, Shin H. Color Image segmentation[C]// IEEE Conference on Computer Vision and Pattern Recognition. Fort Collis: IEEE Computer Society, 1999: 1-6. [19] Li X R, Chen L, Zhang L, et al. Image annotation by large-scale content-based image retrieval[C]// Proceedings of the 14th Annual ACM International Conference on Multimedia. Santa Barbara, USA: ACM Press, 2006: 607-610. [20] Zeng H J, He Q C, Chen Z, et al. Learning to cluster web search results[C]// Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Sheffield, UK: ACM Press, 2004: 210-217. |