Publications

We aim for research works with high impacts. The public publication list can be found in DBLP.

As of September 2024, we have  11250+ Google Citations among the (co-)authored research publications,  with H-index 47 and i10-index 120 (since 2004).

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1 … 3 4 5 6

Unsupervised Semantic Feature Discovery for Image Object Retrieval and Tag Refinement

Journal paper
Yin-Hsi Kuo, Wen-Huang Cheng, Hsuan-Tien Lin, Winston H. Hsu
IEEE Transactions on Multimedia, Volume 14, No 4, Pages 1079-1090
Publication year: 2012

Two-stage sparse graph construction using MinHash on MapReduce

Conference paper
Liang-Chi Hsieh, Guan-Long Wu, Wen-Yu Lee, Winston H. Hsu
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Pages 1013-1016, March 2012
Publication year: 2012

Sketch-based Image Retrieval on Mobile Devices Using Compact Hash Bits

Top Conference paper
Kai-Yu Tseng, Yen-Liang Lin, Yu-Hsiu Chen, Winston H. Hsu
ACM Multimedia, Pages 913-916, October 2012
Publication year: 2012

Sharing the trees among random forests for effective and efficient concept detection

Conference paper
Tzu-Hsuan Chiu, Guan-Long Wu, Yu-Chuan Su, Winston H. Hsu
EEE International Workshop on Multimedia Signal Processing (MMSP), Pages 226-231, September 2012.
Publication year: 2012

Scalable Mobile Video Retrieval with Sparse Projection Learning and Pseudo Label Mining

Journal paper
Guan-Long Wu, Yin-Hsi Kuo, Tzu-Hsuan Chiu, Winston H. Hsu, and Lexing Xie
IEEE Multimedia Magazine, Volume 20, No 3, Pages 47-57, July-Sept. 2013
Publication year: 2012

Preference-Aware View Recommendation System for Scenic Photos Based on Bag-of Aesthetics-Preserving Features

Journal paper
Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston H. Hsu, Shao-Yi Chien
IEEE Transactions on Multimedia, Volume 14, No 3, Page 833-843, June 2012
Publication year: 2012

Live Semantic Sport Highlight Detection Based on Analyzing Tweets of Twitter

Conference paper
Liang-Chi Hsieh, Ching-Wei Lee, Tzu-Hsuan Chiu, Winston H. Hsu
IEEE International Conference on Multimedia & Expo (ICME), Pages 949-954, July 2012
Publication year: 2012

Learning by Expansion: Exploiting Social Media for Image Classification with Few Training Examples

Journal paper
Sheng-Yuan Wang, Wei-Shing Liao, Liang-Chi Hsieh, Yan-Ying Chen, Winston H. Hsu
Neurocomputing Volume 95, 15 October 2012, Pages 117–125
Publication year: 2012

Large-Scale Simultaneous Multi-Object Recognition and Localization via Bottom Up Search-Based Approach

Top Conference paper
Chun-Che Wu, Yin-Hsi Kuo, Winston H. Hsu
ACM Multimedia, Pages 969-972, October 2012.
Publication year: 2012

Evaluating Gaussian Like Image Representations over Local Features

Conference paper
Yu-Chuan Su, Guan-Long Wu, Tzu-Hsuan Chiu, Winston H. Hsu, Kuo-Wei Chang
IEEE International Conference on Multimedia & Expo (ICME), Pages 979-984, July 2012
Publication year: 2012

Discovering Informative Social Subgraphs and Predicting Pairwise Relationships from Group Photos

Top Conference paper
Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao
ACM Multimedia, Pages 669-678, October 2012
Publication year: 2012

Detecting the Directions of Viewing Landmarks for Recommendation by Large-Scale User-Contributed Photos

Top Conference paper
Yen-Ta Huang, Kuan-Ting Chen, Liang-Chi Hsieh, Winston H. Hsu, Ya-Fan Su
ACM Multimedia, Pages 997-1000
Publication year: 2012

Content-based Vehicle Retrieval Using 3D Model and Part Information

Conference paper
Ming-Kuang Tsai, Yen-Liang Lin, Winston H. Hsu, Chih-Wei Chen
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Pages 1025-1028, March 2012
Publication year: 2012

Unsupervised Auxiliary Visual Words Discovery for Large-Scale Image Object Retrieval

Top Conference paper
Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, Winston H. Hsu
IEEE Computer Vision and Pattern Recognition (CVPR) 2011
Publication year: 2011

Semi-Supervised Face Image Retrieval using Sparse Coding with Identity Constraint

Top Conference paper
Bor-Chun Chen, Yin-Hsi Kuo, Yan-Ying Chen, Kuan-Yu Chu, and Winston Hsu
ACM Multimedia, Pages 1369-1372
Publication year: 2011

Scenic Photo Quality Assessment with Bag of Aesthetics-Preserving Features

Top Conference paper
Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston H. Hsu, Shao-Yi Chien
ACM Multimedia, Pages 1213-1216, November 2011
Publication year: 2011

Scalable Mobile Video Question-Answering System with Locally Aggregated Descriptors and Random Projection

Top Conference paper
Guan-Long Wu, Yu-Chuan Sun, Tzu-Hsuan Chiu, Liang-Chi Hsieh, Winston H. Hsu
ACM Multimedia, Pages 647-650, November 2011
Publication year: 2011

Region-Based Landmark Discovery by Crowdsourcing Geo-Referenced Photos

Top Conference paper
Yen-Ta Huang, An-Jung Cheng, Liang-Chi Hsieh, Winston Hsu, Kuo-Wei Chang
ACM SIGIR, July 2011
Publication year: 2011

Photo search by face positions and facial attributes on touch devices

Top Conference paper
Yu-Heng Lei, Yan-Ying Chen, Lime Iida, Bor-Chun Chen, Hsiao-Hang Su, and Winston H Hsu
ACM Multimedia 2011: 651-654
Publication year: 2011

Personalized Travel Recommendation by Mining People Attributes from Community-Contributed Photos

Top Conference paper
An-Jung Cheng, Yan-Ying Chen, Yen-Ta Huang, Winston H. Hsu, Hong-Yuan Mark Liao
ACM Multimedia 2011: 83-92
Publication year: 2011

Multiple Object Localization by Context-Aware Adaptive Window Search and Search-Based Object Recognition

Top Conference paper
Fang-Erh Lin, Yin-Hsi Kuo, Winston H. Hsu
ACM Multimedia, Pages 1021-1024, November 2011.
Publication year: 2011

Comp2Watch: Enhancing the Mobile Video Browsing Experience

Conference paper
Yu-Ming Hsu, Ming-Kuang Tsai, Yen-Liang Lin, Winston H. Hsu
ACM Multimedia Workshop on Interactive Multimedia on Mobile and Portable Devices, Pages 13-18, November 2011
Publication year: 2011

Augmenting mobile city-view image retrieval with context-rich user-contributed photos

Top Conference paper
Yin-Hsi Kuo, Wen-Yu Lee, Winston H. Hsu, Wen-Huang Cheng
ACM Multimedia, Pages 687-690, November 2011
Publication year: 2011

Knowledge Discovery from Community- Contributed Multimedia

Journal paper
Tao Mei, Winston H. Hsu, Jiebo Luo
IEEE Multimedia Magazine, Volume 17, Issue 4, Pages 16-17, October-December 2010
Publication year: 2010

Interactive Inquiry for Object of Interest in Video Playback by Motion-Augmented Graph Cut

Top Conference paper
Po-Nung Tseng, Yen-Liang Lin, Winston H. Hsu
ACM Multimedia, Pages 811-814, October 2010
Publication year: 2010

GPS, Compass, or Camera?: Investigating Effective Mobile Sensors for Automatic Search-Based Image Annotation

Top Conference paper
An-Jung Cheng, Fang-Erh Lin, Yin-Hsi Kuo, Winston H. Hsu.
ACM Multimedia, Pages 815-818, October 2010
Publication year: 2010

Boosting Image Object Retrieval and Indexing by Automatically Discovered Pseudo-Objects

Journal paper
Kuan-Ting Chen, Kuan-Hung Lin, Yin-Hsi Kuo, Yi-Lun Wu, Winston H. Hsu
Journal of Visual Communication and Image Representation, Volume 21, Issue 8, Pages 815-825, November 2010
Publication year: 2010

A Technical Demonstration of Large-Scale Image Object Retrieval by Efficient Query Evaluation and Effective Auxiliary Visual Feature Discovery

Top Conference paper
Yin-Hsi Kuo, Yi-Lun Wu, Kuan-Ting Chen, Yi-Hsuan Yang, Tzu-Hsuan Chiu, Winston H. Hsu
ACM Multimedia, Pages 1559-1562, October 2010
Publication year: 2010

Query Expansion for Hash-based Image Object Retrieval

Top Conference paper
Yin-Hsi Kuo, Kuan-Ting Chen, Chien-Hsing Chiang, Winston H. Hsu
ACM Multimedia, Pages 65-74, October 2009
Publication year: 2009

Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search

Journal paper
Yi-Hsuan Yang, Winston H. Hsu, Homer H. Chen
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Volume 19, Issue 12, Pages 1880-1890, December 2009
Publication year: 2009
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