Journal paper

xCos: An Explainable Cosine Metric for Face Verification Task

arXiv Journal paper

Yu-Sheng Lin, Zhe-Yu Liu, Yu-An Chen, Yu-Siang Wang, Ya-Liang Chang, Winston H. Hsu

ACM Transactions on Multimedia Computing Communications and Applications (TOMM)

Publication year: 2021

Raw Image Deblurring

arXiv Dataset Journal paper

Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, and Winston H. Hsu

IEEE Transactions on Multimedia, 2021

Publication year: 2021

Learn from the Past – Sequentially One-to-One Video Deblurring Network

Journal paper

Chih-Hung Liang, Hung-Ting Su, Winston H. Hsu

Journal of Visual Communication and Image Representation (JVCI). 2021

Publication year: 2021

End-to-End Video Question-Answer Generation with Generator-Pretester Network

arXiv Dataset Journal paper

Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng and Winston H. Hsu

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

Publication year: 2021

Dual-Awareness Attention for Few-Shot Object Detection

arXiv Journal paper

Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Winston H. Hsu

IEEE Transactions on Multimedia (TMM)

Publication year: 2021

Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos

Journal paper

Sebastian Agethen, Winston H. Hsu

IEEE Transactions on Multimedia

Publication year: 2019

Learning From Cross-Domain Media Streams for Event-of-Interest Discovery

Journal paper

Wen-Yu Lee, Winston H. Hsu, Shin’ichi Satoh

IEEE Transactions on Multimedia, Vol. 20, Issue: 1, Jan. 2018.

Publication year: 2018

Photo Filter Recommendation by Category-Aware Aesthetic Learning

arXiv Journal paper

Wei-Tse Sun, Ting-Hsuan Chao, Yin-Hsi Kuo, Winston H. Hsu

IEEE Transactions on Multimedia, vol 19, pp 1870-1880, August 2017

Publication year: 2017

Learning from Cross-Domain Media Streams for Event-of-Interest Discovery

Journal paper

Wen-Yu Lee and Winston H. Hsu

IEEE Transactions on Multimedia 2017

Publication year: 2017

Editorial for the ICMR 2016 special issue

Journal paper

Susanne Boll, Winston H. Hsu, Jiebo Luo

International Journal of Multimedia Information Retrieval (IJMIR) 6(1): 49 (2017)

Publication year: 2017

Dehashing: Server-Side Context-Aware Feature Reconstruction for Mobile Visual Search

Journal paper

Yin-Hsi Kuo, Winston H. Hsu

IEEE Trans. Circuits Syst. Video Techn. 27(1): 139-148 (2017)

Publication year: 2017

Scalable Face Track Retrieval in Video Archives using Bag-of-Faces Sparse Representation

Journal paper

Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Thanh Duc Ngo, Duy-Dinh Le, Shinichi Satoh, Winston H. Hsu

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2016

Publication year: 2016

City-view image location identification by multiple geo-social media and graph-based image cluster refinement

Journal paper

Wen-Yu Lee, Yin-Hsi Kuo, Winston H. Hsu, Kiyoharu Aizawa

J. Visual Communication and Image Representation 41: 200-211 (2016)

Publication year: 2016

Face Recognition and Retrieval Using Cross-Age Reference Coding With Cross-Age Celebrity Dataset

Journal paper

Bor-Chun Chen, Chu-Song Chen, Winston H. Hsu

IEEE Trans. Multimedia 17(6): 804-815 (2015)

Publication year: 2015

Scalable Mobile Visual Classification by Kernel Preserving Projection Over High-Dimensional Features

Journal paper

Yu-Chuan Su, Tzu-Hsuan Chiu, Yin-Hsi Kuo, Chun-Yen Yeh, Winston H. Hsu

IEEE Transactions on Multimedia, Volume 16, No 6, Pages 1645-1653

Publication year: 2014

Online Image Search Result Grouping with MapReduce-based Image Clustering and Graph Construction for Large-Scale Photos

Journal paper

Liang-Chi Hsieh, Guan-Long Wu, Yu-Ming Hsu, Winston H. Hsu

Journal of Visual Communication and Image Representation, Volume 25, No 2, Pages 384-395, 2014

Publication year: 2014

Travel Recommendation by Mining People Attributes and Travel Group Types from Community-Contributed Photos

Journal paper

Yan-Ying Chen, An-Jung Cheng, Winston H. Hsu

IEEE Transactions on Multimedia, Volume 15, No 6, Pages 1283-1295

Publication year: 2013

Scalable Face Image Retrieval using Attribute-Enhanced Sparse Codewords

Journal paper

Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, and Winston H. Hsu

IEEE Transactions on Multimedia 2013, Page(s): 1163 - 1173

Publication year: 2013

Investigating 3-D Model and Part Information For Improving Content-based Vehicle Retrieval

Journal paper

Yen-Liang Lin, Ming-Kuang Tsai, Winston H. Hsu, Chih-Wei Chen

IEEE Transactions on Circuits and Systems for Video Technology, Volume 23, No 3, Pages 401-413, March 2013

Publication year: 2013

Graph-based Semi-Supervised Learning with Multi-Modality Propagation for Large-Scale Image

Journal paper

Wen-Yu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston H. Hsu

Journal of Visual Communication and Image Representation, Volume 24, No 3, Pages 295-302, April 2013

Publication year: 2013

Automatic Training Image Acquisition and Effective Feature Selection from Community-Contributed Photos for Facial Attribute Detection

Journal paper

Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao

IEEE Transactions on Multimedia, Volume 15, No 6, Pages 1388-1399

Publication year: 2013

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

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

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

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

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

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

Reranking Methods for Visual Search

Journal paper

Winston H. Hsu, Lyndon Kennedy, Shih-Fu Chang

IEEE Multimedia Magazine, Volume 14, Issue 3, Pages 14-22, July-September 2007

Publication year: 2007

Large-Scale Concept Ontology for Multimedia

Journal paper

Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis

IEEE MultiMedia 13(3): 86-91 (2006)

Publication year: 2006

Winston H. Hsu

National Taiwan University

Publication Types:

xCos: An Explainable Cosine Metric for Face Verification Task

Raw Image Deblurring

Learn from the Past – Sequentially One-to-One Video Deblurring Network

End-to-End Video Question-Answer Generation with Generator-Pretester Network

Dual-Awareness Attention for Few-Shot Object Detection

Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos

Learning From Cross-Domain Media Streams for Event-of-Interest Discovery

Photo Filter Recommendation by Category-Aware Aesthetic Learning

Learning from Cross-Domain Media Streams for Event-of-Interest Discovery

Editorial for the ICMR 2016 special issue

Dehashing: Server-Side Context-Aware Feature Reconstruction for Mobile Visual Search

Scalable Face Track Retrieval in Video Archives using Bag-of-Faces Sparse Representation

City-view image location identification by multiple geo-social media and graph-based image cluster refinement

Face Recognition and Retrieval Using Cross-Age Reference Coding With Cross-Age Celebrity Dataset

Scalable Mobile Visual Classification by Kernel Preserving Projection Over High-Dimensional Features

Online Image Search Result Grouping with MapReduce-based Image Clustering and Graph Construction for Large-Scale Photos

Travel Recommendation by Mining People Attributes and Travel Group Types from Community-Contributed Photos

Scalable Face Image Retrieval using Attribute-Enhanced Sparse Codewords

Investigating 3-D Model and Part Information For Improving Content-based Vehicle Retrieval

Graph-based Semi-Supervised Learning with Multi-Modality Propagation for Large-Scale Image

Automatic Training Image Acquisition and Effective Feature Selection from Community-Contributed Photos for Facial Attribute Detection

Unsupervised Semantic Feature Discovery for Image Object Retrieval and Tag Refinement

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

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

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

Knowledge Discovery from Community- Contributed Multimedia

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

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

Reranking Methods for Visual Search

Large-Scale Concept Ontology for Multimedia