Yin-Hsi Kuo

Multimedia indexing, Retrieval, and Analysis group,
Communications & Multimedia Laboratory,
Graduate Institute of Networking and Multimedia,
National Taiwan University

Advisor: Prof. Winston H. Hsu

E-mail: kuonini [at] cmlab.csie.ntu.edu.tw

Education

PhD, 2011/9 - , Graduate Institute of Networking and Multimedia, National Taiwan University
M.S., 2008/9 - 2010/6, Department of Computer Science and Information Engineering, National Taiwan University
B.S., 2004/9 - 2008/6, Department of Computer Science, National Chengchi University

Publications

• Journal Papers

[1] Yin-Hsi Kuo, Wen-Huang Cheng, Hsuan-Tien Lin, and Winston H. Hsu, "Unsupervised Semantic Feature Discovery for Image Object Retrieval and Tag Refinement," IEEE Transactions on Multimedia, 2012.

[2] Kuan-Ting Chen, Kuan-Hung Lin, Yin-Hsi Kuo, Yi-Lun Wu, and Winston H. Hsu, "Boosting Image Object Retrieval and Indexing by Automatically Discovered Pseudo-Objects," Journal of Visual Communication and Image Representation, 2010.


• Conference Papers

[3] Yin-Hsi Kuo, Kuan-Ting Chen, Chien-Hsing Chiang, and Winston H. Hsu, "Query Expansion for Hash-based Image Object Retrieval," ACM Multimedia, 2009. (FULL paper, 16% acceptance rate)

[4] Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, and Winston H. Hsu, "Unsupervised Auxiliary Visual Words Discovery for Large-Scale Image Object Retrieval," IEEE CVPR, 2011.

[5] Chun-Che Wu, Yin-Hsi Kuo, and Winston H. Hsu, "Large-Scale Simultaneous Multi-Object Recognition and Localization via Bottom Up Search-Based Approach," ACM Multimedia, 2012. (short paper)

[6] Yin-Hsi Kuo, Wen-Yu Lee, Winston H. Hsu, and Wen-Huang Cheng, "Augmenting Mobile City-View Image Retrieval with Context-Rich User-Contributed Photos," ACM Multimedia, 2011. (Grand Challenge)

[7] Fang-Erh Lin, Yin-Hsi Kuo, and Winston H. Hsu, "Multiple Object Localization by Context-aware Adaptive Window Search and Search-based Object Recognition," ACM Multimedia, 2011. (short paper)

[8] Bor-Chun Chen, Yin-Hsi Kuo, Yan-Ying Chen, Kuan-Yu Chu, and Winston H. Hsu, "Semi-Supervised Face Image Retrieval Using Sparse Coding with Identity Constraint," ACM Multimedia, 2011. (short paper)

[9] Yin-Hsi Kuo, Yi-Lun Wu, Kuan-Ting Chen, Yi-Hsuan Yang, Tzu-Hsuan Chiu, and Winston H. Hsu, "A Technical Demonstration of Large-Scale Image Object Retrieval by Efficient Query Evaluation and Effective Auxiliary Visual Feature Discovery," ACM Multimedia, 2010. (demo paper)

[10] An-Jung Cheng, Fang-Erh Lin, Yin-Hsi Kuo, and Winston H. Hsu, "GPS, compass, or camera?: investigating effective mobile sensors for automatic search-based image annotation," ACM Multimedia, 2010. (short paper)