Local image tagging via graph regularized joint group sparsity

[1]  Zi Huang,et al.  Automatic tagging by exploring tag information capability and correlation , 2011, World Wide Web.

[2]  Zi Huang,et al.  Transfer tagging from image to video , 2011, ACM Multimedia.

[3]  Tao Mei,et al.  Image Decomposition With Multilabel Context: Algorithms and Applications , 2011, IEEE Transactions on Image Processing.

[4]  Zi Huang,et al.  Tag localization with spatial correlations and joint group sparsity , 2011, CVPR 2011.

[5]  Yanning Zhang,et al.  Joint sparse representation based automatic target recognition in SAR images , 2011, Defense + Commercial Sensing.

[6]  Shuiwang Ji,et al.  SLEP: Sparse Learning with Efficient Projections , 2011 .

[7]  Zi Huang,et al.  Mining multi-tag association for image tagging , 2011, World Wide Web.

[8]  Feiping Nie,et al.  Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization , 2010, NIPS.

[9]  Qi Tian,et al.  Multi-label boosting for image annotation by structural grouping sparsity , 2010, ACM Multimedia.

[10]  Yi Yang,et al.  Image Clustering Using Local Discriminant Models and Global Integration , 2010, IEEE Transactions on Image Processing.

[11]  Hai Jin,et al.  Nonparametric Label-to-Region by search , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[12]  Shuicheng Yan,et al.  Visual classification with multi-task joint sparse representation , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[13]  Liang-Tien Chia,et al.  Local features are not lonely – Laplacian sparse coding for image classification , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[14]  Yang Yu,et al.  Automatic image annotation using group sparsity , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[15]  Hugo Jair Escalante,et al.  The segmented and annotated IAPR TC-12 benchmark , 2010, Comput. Vis. Image Underst..

[16]  B. S. Manjunath,et al.  Video Annotation Through Search and Graph Reinforcement Mining , 2010, IEEE Transactions on Multimedia.

[17]  Samy Bengio,et al.  Group Sparse Coding , 2009, NIPS.

[18]  Marcel Worring,et al.  Learning Social Tag Relevance by Neighbor Voting , 2009, IEEE Transactions on Multimedia.

[19]  Hai Jin,et al.  Label to region by bi-layer sparsity priors , 2009, MM '09.

[20]  Yi Yang,et al.  Ranking with local regression and global alignment for cross media retrieval , 2009, ACM Multimedia.

[21]  Nenghai Yu,et al.  Distance metric learning from uncertain side information with application to automated photo tagging , 2009, ACM Multimedia.

[22]  Stephen Gould,et al.  Decomposing a scene into geometric and semantically consistent regions , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[23]  Guillermo Sapiro,et al.  Non-local sparse models for image restoration , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[24]  Mark Sanderson,et al.  Automatic video tagging using content redundancy , 2009, SIGIR.

[25]  Shuicheng Yan,et al.  Multi-label sparse coding for automatic image annotation , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

[26]  Yihong Gong,et al.  Linear spatial pyramid matching using sparse coding for image classification , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

[27]  Steffen Staab,et al.  Labelling Image Regions Using Wavelet Features and Spatial Prototypes , 2008, SAMT.

[28]  Tao Mei,et al.  Multi-Layer Multi-Instance Learning for Video Concept Detection , 2008, IEEE Transactions on Multimedia.

[29]  Lei Zhang,et al.  Annotating Images by Mining Image Search Results , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[30]  Xian-Sheng Hua,et al.  Online multi-label active annotation: towards large-scale content-based video search , 2008, ACM Multimedia.

[31]  Serge J. Belongie,et al.  Object categorization using co-occurrence, location and appearance , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

[32]  Yong Wang,et al.  Coherent image annotation by learning semantic distance , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

[33]  Xian-Sheng Hua,et al.  Video Annotation Based on Kernel Linear Neighborhood Propagation , 2008, IEEE Transactions on Multimedia.

[34]  Fei Wang,et al.  Label Propagation through Linear Neighborhoods , 2006, IEEE Transactions on Knowledge and Data Engineering.

[35]  Tao Mei,et al.  Correlative multi-label video annotation , 2007, ACM Multimedia.

[36]  Antonio Criminisi,et al.  TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context , 2007, International Journal of Computer Vision.

[37]  Changhu Wang,et al.  Image annotation refinement using random walk with restarts , 2006, MM '06.

[38]  Helen C. Shen,et al.  Semi-Supervised Classification Using Linear Neighborhood Propagation , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[39]  Jing Hua,et al.  Region-based Image Annotation using Asymmetrical Support Vector Machine-based Multiple-Instance Learning , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[40]  M. Yuan,et al.  Model selection and estimation in regression with grouped variables , 2006 .

[41]  Farshad Fotouhi,et al.  Region based image annotation through multiple-instance learning , 2005, MULTIMEDIA '05.

[42]  Jiebo Luo,et al.  Probabilistic spatial context models for scene content understanding , 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

[43]  Jitendra Malik,et al.  Normalized cuts and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[44]  Matti Pietikäinen,et al.  A comparative study of texture measures with classification based on featured distributions , 1996, Pattern Recognit..

[45]  R. Tibshirani.  Regression Shrinkage and Selection via the Lasso , 1996 .

[46]  Richard H. Bartels,et al.  Algorithm 432 [C2]: Solution of the matrix equation AX + XB = C [F4] , 1972, Commun. ACM.