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Zhaowen Wang Research Scientist, Adobe Research Ph.D. in Electrical and Computer Engineering, University of Illinois at Urbana-Champaign Research: deep learning, sparse coding, visual recognition, image enhancement E-mail:  Address: 345 Park Ave, San Jose, CA 95110 |
| Sparse Coding and Its Applications in Computer Vision, Zhaowen Wang, Jianchao Yang, Haichao Zhang, Zhangyang Wang, Yingzhen Yang, Ding Liu, Thomas. S. Huang. World Scientific, 2015, ISBN: 978-981-4725-04-0 (link) |
| Learning Super-Resolution Jointly from External and Internal Examples, Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Jianchao Yang, Thomas Huang. In IEEE Transactions on Image Processing, 24(11), 2015, pp: 4359-4371. (PDF) |
| Spatial-Spectral Classification of Hyperspectral Images Using Discriminative Dictionary Designed by Learning Vector Quantization, Zhaowen Wang, Nasser Nasrabadi, Thomas Huang. In IEEE Transactions on Geoscience and Remote Sensing, 52(8), 2014, pp: 4808-4822. (PDF) |
| Coupled Dictionary Training for Image Super-Resolution, Jianchao Yang, Zhaowen Wang, Zhe Lin, Scott Cohen, Thomas Huang. In IEEE Transactions on Image Processing, 21(8), 2012, pp: 3467-3478. (PDF) |
| Recognizing Emotions From an Ensemble of Features, Usman Tariq, Kai-Hsiang Lin, Zhen Li, Xi Zhou, Zhaowen Wang, Vuong Le, Thomas Huang, Xutao Lv, Tony Han. In IEEE Transactions on Systems, Man, and Cybernetics, Part B 42(4), 2012, pp: 1017-1026. (PDF) |
| Time Varying Dynamic Bayesian Network for Non-Stationary Events Modeling and Online Inference, Zhaowen Wang, Ercan Kuruoglu, Xiaokang Yang, Yi Xu, Thomas Huang. In IEEE Transactions on Signal Processing, 59(4), 2011, pp. 1553-1568. (PDF) |
| CamShift Guided Particle Filter for Visual Tracking, Zhaowen Wang, Xiaokang Yang, Yi Xu, Songyu Yu. In Pattern Recognition Letters, 30(4), 2009, pp. 407-413. (PDF) |
| Epitomic Image Super-Resolution, Yingzhen Yang, Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Ding. Liu, Honghui Shi, Thomas Huang. In AAAI Conference on Artificial Intelligence (AAAI), 2016. (Project) |
| Deep Networks for Image Super-Resolution with Sparse Prior, Zhaowen Wang, Ding Liu, Jianchao Yang, Wei Han, Thomas Huang. In ICCV, 2015. (PDF, Project, Evaluation) |
| DeepFont: A System for Font Recognition and Similarity, Zhangyang Wang, Jianchao Yang, Hailin Jin, Zhaowen Wang, et al. In ACM International Conference on Multimedia (ACM MM), 2015. (PDF) |
| Self-Tuned Deep Super Resolution, Zhangyang Wang, YingzhenYang, Zhaowen Wang, Shiyu Chang, Wei Han, Jianchao Yang, Thomas Huang. In CVPR Workshop on DeepVision, 2015. (PDF) |
| Scalable similarity learning using large margin neighborhood embedding, Zhaowen Wang, Jianchao Yang, Zhe Lin, Jonathan Brandt, Shiyu Chang, Thomas Huang. In WACV, 2015. (PDF) |
| Active planning, sensing and recognition using a resource constrained discriminant POMDP, Zhaowen Wang, Zhangyang Wang, Mark Moll, Po-Sen Huang, Devin Grady, Nasser Nasrabadi, Thomas Huang, Lydia Kavraki, Mark Hasegawa-Johnson. In CVPR Workshop on Multi-Sensor Fusion for Outdoor Dynamic Scene Understanding, 2014. (PDF) |
| An ontological bagging approach for image classification of crowdsourced data, Ning Xu, Jiangping Wang, Zhaowen Wang, Thomas Huang. In ICME Workshop on Frontier of Crowdsourcing in Multimedia Computing, 2014. (PDF) |
| A Joint Perspective Towards Image Super-Resolution: Unifying External- and Self-Examples, Zhangyang Wang, Zhaowen Wang, Jianchao Yang, Shiyu Chang, Thomas Huang. In WACV, 2014. (PDF) |
| A Max-Margin Perspective on Sparse Representation-Based Classification, Zhaowen Wang, Jianchao Yang, Nasser Nasrabadi, Thomas Huang. In ICCV, 2013. (PDF) |
| Opportunistic Sensing for Object Recognition --- a Unified Formulation for Dynamic Sensor Selection and Feature Extraction, Zhaowen Wang, Jianchao Yang, Nasser Nasrabadi, Jiangping Wang, Thomas Huang. In ICME, 2013. (PDF) |
| Discriminative and Compact Dictionary Design for Hyperspectral Image Classification using Learning VQ Framework, Zhaowen Wang, Nasser Nasrabadi, Thomas Huang. In ICASSP, 2013. (PDF) |
| Substructure and Boundary Modeling for Continuous Action Recognition, Zhaowen Wang, Jinjun Wang, Jing Xiao, Kai-Hsiang Lin, Thomas Huang. In CVPR, 2012. (PDF) |
| Bilevel Sparse Coding for Coupled Feature Spaces, Jianchao Yang, Zhaowen Wang, Zhe Lin, Xianbiao Shu, Thomas Huang. In CVPR, 2012. (PDF) |
| FERA: Emotion Recognition from an Ensemble of Features, Usman Tariq, Xi Zhou, Kai-Hsiang Lin, Zhen Li, Zhaowen Wang, Vuong Le, Thomas Huang, Tony Han, Xutao Lv. In IEEE International Conference on Automatic Face and Gesture Recognition, 2011. (PDF, Media) |
| Event Recognition with Time Varying Hidden Markov Model, Zhaowen Wang, Ercan Kuruoglu, Xiaokang Yang, Yi Xu, Songyu Yu. In ICASSP, 2009. (PDF) |
| CamShift Guided Particle Filter for Visual Tracking, Zhaowen Wang, Xiaokang Yang, Yi Xu, Songyu Yu. In IEEE Workshop on Signal Processing Systems, 2007. (PDF) |
| "Two things are infinite: the universe and human stupidity; and I'm not sure about the universe" -- Albert Einstein |