Propagated Image Filtering



J.-H. Chang and Y.-C. F. Wang, "Propagated Image Filtering," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2015. (PDF, Supplement, Poster, code)


Optimizing Decomposition of Multiple Foreground Cosegmentation



H.-S. Chang and Y.-C. F. Wang, "Optimizing Decomposition of Multiple Foreground Cosegmentation," Computer Vision and Image Understanding (CVIU), (to appear). (Paper,code)


Hierarchical Image Segmentation without Training



H.-S. Chang and Y.-C. F. Wang, "Simple-to-Complex Discriminative Clustering for Hierarchical Image Segmentation," Asian Conference on Computer Vision (ACCV), Nov. 2014 (acceptance rate: 27%). (Paper, Supplement, Poster, Code)


Single Image Denoising & Rain Removal



D.-A. Huang, L.-W. Kang, Y.-C. F. Wang, and C.-W. Lin, "Self-Learning Based Image Decomposition with Applications to Single Image Denoising," IEEE Transactions on Multimedia, volume 16, number 1, pages 83-93, January 2014. (Paper, code)

D.-A. Huang, L.-W. Kang, C.-Y. Tsai, M.-C. Yang, C.-W. Lin, and Y.-C. F. Wang, "Context-Aware Single Image Rain Removal," IEEE International Conference on Multimedia & Expo (ICME), 2012. (PDF, code)


Coupled Dictionary and Feature Space Learning for Cross-Domain Image Synthesis and Recognition



D.-A. Huang and Y.-C. F. Wang, "Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition," IEEE International Conference on Computer Vision (ICCV), Dec. 2013. (Paper, code)


Superpixel-Based Large Displacement Optical Flow



H.-S. Chang and Y.-C. F. Wang, "Superpixel-Based Large Displacement Optical Flow," IEEE International Conference on Image Processing (ICIP), Sept. 2013. (PDF,Poster,code)


Locality-Sensitive Dictionary Learning For Sparse Representation Based Classification



C.-P. Wei, Y.-W. Chao, Y.-R. Yeh, and Y.-C. F. Wang, "Locality-Sensitive Dictionary Learning for Sparse Representation Based Classification," Pattern Recognition, volume 46, number 5, pages 1277-1287, May 2013. (PDF, code)


Learning-Based Single Image Super-Resolution



M.-C. Yang and Y.-C. F. Wang, "A Self-Learning Approach to Single Image Super-Resolution," IEEE Transactions on Multimedia, April 2013. (PDF) (code)


M.-C. Yang, C.-H. Wang, T.-Y. Hu, and Y.-C. F. Wang, "Learning Context-Aware Sparse Representation for Single Image Super-Resolution," IEEE International Conference on Image Processing (ICIP), 2011. (PDF)


M.-C. Yang, C.-T. Chu, and Y.-C. F. Wang, "Learning Sparse Image Representation with Support Vector Regression for Single Image Super-Resolution," IEEE International Conference on Image Processing (ICIP), 2010. (PDF)(code)


Automatic Video Object Extraction



W.-T. Li, H.-S. Chang, K.-C. Lien, H.-T. Chang, and Y.-C. F. Wang, "Exploring Visual and Motion Saliency for Automatic Video Object Extraction," IEEE Transactions on Image Processing, July 2013. (PDF, code)


W.-T. Li, H.-T. Chang, H. S. Lyu, and Y.-C. F. Wang, "Automatic Saliency Inspired Foreground Object Extraction from Videos," IEEE International Conference on Image Processing (ICIP), 2012. (PDF)


K.-C. Lien and Y.-C. F. Wang, "Automatic Object Extraction in Single-Concept Videos," IEEE International Conference on Multimedia & Expo (ICME), 2011. (Accept as Top 15% paper; overall acceptance rate 30%) (PDF)


Low-Rank Matrix Recovery With Structural Incoherence For Robust Face Recognition



C.-F. Chen, C.-P. Wei, and Y.-C. F. Wang, "Low-Rank Matrix Recovery with Structural Incoherence for Robust Face Recognition," IEEE International Conference on Computer Vision & Pattern Recognition (CVPR), 2012 (acceptance rate: 24%).(Paper, Poster)


Anomaly Detection via Online Over-Sampling Principal Component Analysis



Y.-J. Lee, Y.-R. Yeh, and Y.-C. F. Wang, "Anomaly Detection via Online Over-Sampling Principal Component Analysis," IEEE Transactions on Knowledge and Data Engineering, May 2012. (PDF, code)


A Novel MKL Framework For Heterogeneous Feature Fusion And Variable Selection



Y.-R. Yeh, T.-C. Lin, Y.-Y. Chung, and Y.-C. F. Wang, "A Novel Multiple Kernel Learning Framework for Heterogeneous Feature Fusion and Variable Selection," IEEE Transactions on Multimedia, volume 14, number 3, pages 563-574, June 2012. (PDF)


Exploring Self-Similarity Of Bag-Of-Features For Image Classification



C.-F. Chen and Y.-C. F. Wang, "Exploring Self-Similarity of Bag-of-Features for Image Classification," ACM Multimedia, 2011. (PDF)(Poster)


Multi-Scale Learning For Visual Categorization



S.-C. Wang and Y.-C. F. Wang, "A Multi-Scale Learning Framework for Visual Categorization," Asian Conference on Computer Vision (ACCV), Nov. 2010 (Oral paper. Acceptance rate: 29.5% overall, 4.7% oral). (PDF)


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