Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation
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Nicu Sebe | Feiping Nie | Heng Tao Shen | Jingkuan Song | Lianli Gao | Yan Yan | H. Shen | N. Sebe | F. Nie | Jingkuan Song | Lianli Gao | Yan Yan
[1] Shuicheng Yan,et al. Latent Low-Rank Representation for subspace segmentation and feature extraction , 2011, 2011 International Conference on Computer Vision.
[2] Shuicheng Yan,et al. Semi-supervised Learning by Sparse Representation , 2009, SDM.
[3] Mikhail Belkin,et al. Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples , 2006, J. Mach. Learn. Res..
[4] Fei Wang,et al. Label Propagation through Linear Neighborhoods , 2006, IEEE Transactions on Knowledge and Data Engineering.
[5] Ivor W. Tsang,et al. Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction , 2010, IEEE Transactions on Image Processing.
[6] Wei Liu,et al. Hashing with Graphs , 2011, ICML.
[7] Robinson Piramuthu,et al. ConceptLearner: Discovering visual concepts from weakly labeled image collections , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[8] Ali Farhadi,et al. Describing objects by their attributes , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[9] Zi Huang,et al. Multiple feature hashing for real-time large scale near-duplicate video retrieval , 2011, ACM Multimedia.
[10] Mikhail Belkin,et al. Beyond the point cloud: from transductive to semi-supervised learning , 2005, ICML.
[11] Zhang Yi,et al. Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering , 2012, IEEE Transactions on Cybernetics.
[12] Nicu Sebe,et al. Optimal graph learning with partial tags and multiple features for image and video annotation , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[13] Alberto Del Bimbo,et al. A Cross-media Model for Automatic Image Annotation , 2014, ICMR.
[14] Nicu Sebe,et al. A Survey on Learning to Hash , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[15] René Vidal,et al. Sparse Manifold Clustering and Embedding , 2011, NIPS.
[16] Zhixun Su,et al. Fixed-rank representation for unsupervised visual learning , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[17] Michael I. Jordan,et al. On Spectral Clustering: Analysis and an algorithm , 2001, NIPS.
[18] Rongrong Ji,et al. Weakly Supervised Multi-Graph Learning for Robust Image Reranking , 2014, IEEE Transactions on Multimedia.
[19] Zi Huang,et al. Inter-media hashing for large-scale retrieval from heterogeneous data sources , 2013, SIGMOD '13.
[20] Shih-Fu Chang,et al. Designing Category-Level Attributes for Discriminative Visual Recognition , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[21] Alberto Del Bimbo,et al. Socializing the Semantic Gap , 2015, ACM Comput. Surv..
[22] Ramesh C. Jain,et al. Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images , 2011, TIST.
[23] Wei Liu,et al. Robust and Scalable Graph-Based Semisupervised Learning , 2012, Proceedings of the IEEE.
[24] Jiangping Wang,et al. Data Clustering by Laplacian Regularized L1-Graph , 2014, AAAI.
[25] Xing Xu,et al. Tag completion with defective tag assignments via image-tag re-weighting , 2014, 2014 IEEE International Conference on Multimedia and Expo (ICME).
[26] René Vidal,et al. Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[27] Cordelia Schmid,et al. Image annotation with tagprop on the MIRFLICKR set , 2010, MIR '10.
[28] Cordelia Schmid,et al. TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation , 2009, 2009 IEEE 12th International Conference on Computer Vision.
[29] Rong Jin,et al. Large-Scale Image Annotation by Efficient and Robust Kernel Metric Learning , 2013, 2013 IEEE International Conference on Computer Vision.
[30] Dit-Yan Yeung,et al. Semisupervised Generalized Discriminant Analysis , 2011, IEEE Transactions on Neural Networks.
[31] Wolfgang Nejdl,et al. An adaptive teleportation random walk model for learning social tag relevance , 2014, SIGIR.
[32] Nicu Sebe,et al. Graph-without-cut: An Ideal Graph Learning for Image Segmentation , 2016, AAAI.
[33] S T Roweis,et al. Nonlinear dimensionality reduction by locally linear embedding. , 2000, Science.
[34] René Vidal,et al. Segmenting Motions of Different Types by Unsupervised Manifold Clustering , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[35] Christoph H. Lampert,et al. Attribute-Based Classification for Zero-Shot Visual Object Categorization , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[36] Nicu Sebe,et al. Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration , 2016, ACM Multimedia.
[37] Zoubin Ghahramani,et al. Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions , 2003, ICML 2003.
[38] Bernhard Schölkopf,et al. Learning with Local and Global Consistency , 2003, NIPS.
[39] Jingjing Zheng,et al. Learning View-Invariant Sparse Representations for Cross-View Action Recognition , 2013, 2013 IEEE International Conference on Computer Vision.
[40] Aram Kawewong,et al. Online incremental attribute-based zero-shot learning , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[41] Zi Huang,et al. Robust Hashing With Local Models for Approximate Similarity Search , 2014, IEEE Transactions on Cybernetics.
[42] Ivor W. Tsang,et al. Tag-Based Image Retrieval Improved by Augmented Features and Group-Based Refinement , 2012, IEEE Transactions on Multimedia.
[43] Hans-Peter Kriegel,et al. Subspace clustering , 2012, WIREs Data Mining Knowl. Discov..
[44] Yong Yu,et al. Robust Subspace Segmentation by Low-Rank Representation , 2010, ICML.
[45] Hassan Foroosh,et al. Feature-independent context estimation for automatic image annotation , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[46] Marcel Worring,et al. Learning Social Tag Relevance by Neighbor Voting , 2009, IEEE Transactions on Multimedia.
[47] Kilian Q. Weinberger,et al. Fast Image Tagging , 2013, ICML.
[48] Michael I. Jordan,et al. Distance Metric Learning with Application to Clustering with Side-Information , 2002, NIPS.
[49] Yong Yu,et al. Robust Recovery of Subspace Structures by Low-Rank Representation , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[50] Wesley De Neve,et al. Visually weighted neighbor voting for image tag relevance learning , 2014, Multimedia Tools and Applications.
[51] Chong-Wah Ngo,et al. Fast Semantic Diffusion for Large-Scale Context-Based Image and Video Annotation , 2012, IEEE Transactions on Image Processing.
[52] Shih-Fu Chang,et al. Graph transduction via alternating minimization , 2008, ICML '08.
[53] Tao Mei,et al. Image tag refinement by regularized latent Dirichlet allocation , 2013, Comput. Vis. Image Underst..
[54] Shuicheng Yan,et al. Learning With $\ell ^{1}$-Graph for Image Analysis , 2010, IEEE Transactions on Image Processing.
[55] Subramanian Ramanathan,et al. No Matter Where You Are: Flexible Graph-Guided Multi-task Learning for Multi-view Head Pose Classification under Target Motion , 2013, 2013 IEEE International Conference on Computer Vision.
[56] Rainer Lienhart,et al. Leveraging community metadata for multimodal image ranking , 2010, Multimedia Tools and Applications.
[57] Rong Jin,et al. Image Tag Completion by Noisy Matrix Recovery , 2014, ECCV.
[58] René Vidal,et al. Sparse Subspace Clustering: Algorithm, Theory, and Applications , 2012, IEEE transactions on pattern analysis and machine intelligence.