Exploiting the entire feature space with sparsity for automatic image annotation
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Nicu Sebe | Yi Yang | Feiping Nie | Jasper R. R. Uijlings | Zhigang Ma | J. Uijlings | N. Sebe | Yi Yang | F. Nie | Zhigang Ma
[1] Wei-Ying Ma,et al. A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieva , 2005, ICCV.
[2] Gustavo Carneiro,et al. Supervised Learning of Semantic Classes for Image Annotation and Retrieval , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[3] Xiaofei He. Incremental semi-supervised subspace learning for image retrieval , 2004, MULTIMEDIA '04.
[4] Yi Yang,et al. Harmonizing Hierarchical Manifolds for Multimedia Document Semantics Understanding and Cross-Media Retrieval , 2008, IEEE Transactions on Multimedia.
[5] Feiping Nie,et al. Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization , 2010, NIPS.
[6] Hwann-Tzong Chen,et al. Semantic manifold learning for image retrieval , 2005, MULTIMEDIA '05.
[7] Shigeo Abe DrEng. Pattern Classification , 2001, Springer London.
[8] Lei Wang,et al. Efficient Spectral Feature Selection with Minimum Redundancy , 2010, AAAI.
[9] Xiaojin Zhu,et al. --1 CONTENTS , 2006 .
[10] David G. Stork,et al. Pattern Classification (2nd ed.) , 1999 .
[11] Yi Yang,et al. Ranking with local regression and global alignment for cross media retrieval , 2009, ACM Multimedia.
[12] Mikhail Belkin,et al. Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples , 2006, J. Mach. Learn. Res..
[13] Jianping Fan,et al. Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers , 2006, MM '06.
[14] Meng Wang,et al. Optimizing multi-graph learning: towards a unified video annotation scheme , 2007, ACM Multimedia.
[15] Antonio Torralba,et al. LabelMe: A Database and Web-Based Tool for Image Annotation , 2008, International Journal of Computer Vision.
[16] Qi Tian,et al. Multi-label boosting for image annotation by structural grouping sparsity , 2010, ACM Multimedia.
[17] Wei-Ying Ma,et al. A probabilistic semantic model for image annotation and multi-modal image retrieval , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.
[18] Ivor W. Tsang,et al. Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction , 2010, IEEE Transactions on Image Processing.
[19] Yueting Zhuang,et al. Heterogeneous feature selection by group lasso with logistic regression , 2010, ACM Multimedia.
[20] Tat-Seng Chua,et al. NUS-WIDE: a real-world web image database from National University of Singapore , 2009, CIVR '09.
[21] Zoubin Ghahramani,et al. Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions , 2003, ICML 2003.
[22] Massimiliano Pontil,et al. Multi-Task Feature Learning , 2006, NIPS.
[23] Rong Jin,et al. A unified log-based relevance feedback scheme for image retrieval , 2006, IEEE Transactions on Knowledge and Data Engineering.
[24] Gavin C. Cawley,et al. Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation , 2006, NIPS.
[25] Mikhail Belkin,et al. Linear Manifold Regularization for Large Scale Semi-supervised Learning , 2005 .
[26] Tao Mei,et al. Joint multi-label multi-instance learning for image classification , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[27] Meng Wang,et al. Unified Video Annotation via Multigraph Learning , 2009, IEEE Transactions on Circuits and Systems for Video Technology.
[28] Meng Wang,et al. MSRA-MM 2.0: A Large-Scale Web Multimedia Dataset , 2009, 2009 IEEE International Conference on Data Mining Workshops.
[29] Deng Cai,et al. Unsupervised feature selection for multi-cluster data , 2010, KDD.
[30] Zi Huang,et al. Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence ℓ2,1-Norm Regularized Discriminative Feature Selection for Unsupervised Learning , 2022 .
[31] Nicu Sebe,et al. Semisupervised learning of classifiers: theory, algorithms, and their application to human-computer interaction , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[32] LiuWei,et al. Semi-supervised distance metric learning for collaborative image retrieval and clustering , 2010 .
[33] Huan Liu,et al. Semi-supervised Feature Selection via Spectral Analysis , 2007, SDM.
[34] Wei-Ying Ma,et al. AnnoSearch: Image Auto-Annotation by Search , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[35] Luo Si,et al. Effective automatic image annotation via a coherent language model and active learning , 2004, MULTIMEDIA '04.
[36] Wei-Ying Ma,et al. An adaptive graph model for automatic image annotation , 2006, MIR '06.