Publications

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

As of November 2022, we have  8400+ Google Citations among the (co-)authored research publications,  with H-index 41 and i10-index 101 (since 2004).

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Drone-based Object Counting by Spatially Regularized Regional Proposal Networks

arXivTop Conference paper
Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu
2013 IEEE International Conference on Computer Vision (ICCV)
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

WiFi action recognition via vision-based methods

Conference paper
Jen-Yin Chang, Kuan-Ying Lee, Kate Ching-Ju Lin, Winston Hsu
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Publication year: 2016

We Can “See” You via Wi-Fi — WiFi Action Recognition via Vision-based Methods

arXiv
Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston Hsu
CoRR abs/1608.05461 (2016)
Publication year: 2016

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

Mediated experts for deep convolutional networks

Conference paper
Sebastian Agethen, Winston H. Hsu
ICASSP 2016: 2687-2691
Publication year: 2016

Location-Independent WiFi Action Recognition via Vision-based Methods

Top Conference paper
Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston Hsu
ACM Multimedia 2016: 162-166
Publication year: 2016

LDADEEP+: Latent aspect discovery with deep representations

Conference paper
Chieh-En Tsai, Hui-Lan Hsieh, Winston H. Hsu
ICASSP 2016: 2732-2736
Publication year: 2016

Egocentric activity recognition by leveraging multiple mid-level representations

Conference paper
Peng-Ju Hsieh, Yen-Liang Lin, Yu-Hsiu Chen, Winston H. Hsu
ICME 2016: 1-6
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

Who are the Devils Wearing Prada in New York City?

arXivTop Conference paper
Kuan-Ting Chen, Kezhen Chen, Peizhong Cong, Winston H. Hsu, Jiebo Luo
ACM Multimedia 2015: 177-180
Publication year: 2015

Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data

Top Conference paper
Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu
AAAI 2015: 44-50
Publication year: 2015

Unsupervised Latent Aspect Discovery for Diverse Event Summarization

Top Conference paper
Wen-Yu Lee, Yin-Hsi Kuo, Peng-Ju Hsieh, Wen-Feng Cheng, Ting-Hsuan Chao, Hui-Lan Hsieh, Chieh-En Tsai, Hsiao-Ching Chang, Jia-Shin Lan, Winston H. Hsu
ACM Multimedia 2015: 197-200
Publication year: 2015

Trending pool: Visual analytics for trending event compositions for time-series categorical log data

Top Conference paper
Yi-Chih Tsai, Liang-Chi Hsieh, Wen-Feng Cheng, Yin-Hsi Kuo, Winston H. Hsu, Wen-Chin Chen
VAST 2015: 221-222
Publication year: 2015

Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos

Top Conference paper
Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu
ICCV Workshops 2015: 443-451
Publication year: 2015

Scalable object detection by filter compression with regularized sparse coding

Top Conference paper
Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston H. Hsu
CVPR 2015: 3900-3907
Publication year: 2015

Real-Time Instant Event Detection in Egocentric Videos by Leveraging Sensor-Based Motion Context

Top Conference paper
Pei-Yun Hsu, Wen-Feng Cheng, Peng-Ju Hsieh, Yen-Liang Lin, Winston H. Hsu
ACM Multimedia 2015: 1275-1278
Publication year: 2015

Identify Visual Human Signature in community via wearable camera

Conference paper
Chia-Chin Tsao, Yan-Ying Chen, Yu-Lin Hou, Winston H. Hsu
ICASSP 2015: 2229-2233
Publication year: 2015

Filter-Invariant Image Classification on Social Media Photos

Top Conference paper
Yu-Hsiu Chen, Ting-Hsuan Chao, Sheng-Yi Bai, Yen-Liang Lin, Wen-Chin Chen, Winston H. Hsu
ACM Multimedia 2015: 855-858
Publication year: 2015

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

Exploiting Word and Visual Word Co-occurrence for Sketch-based Clipart Image Retrieval

Top Conference paper
Ching-Hsuan Liu, Yen-Liang Lin, Wen-Feng Cheng, Winston H. Hsu
ACM Multimedia 2015: 867-870
Publication year: 2015

Enhancing Sparse Voice Annotation For Semantic Retrieval Of Personal Photos By Continuous Space Word Representations

Top Conference paper
Yuan-ming Liou, Hung-tsung Lu, Yi-sheng Fu, Winston H. Hsu, Lin-shan Lee
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 2015
Publication year: 2015

Augmenting flower recognition by automatically expanding training data from web

Conference paper
Cheng-Yu Huang, Yen-Liang Lin, Winston H. Hsu
MMSP 2015: 1-6
Publication year: 2015

Approximating Weighted Hamming Distance by Probabilistic Selection for Multiple Hash Tables

Conference paper
Chiang-Yu Tsai, Yin-Hsi Kuo, Winston H. Hsu
ECIR 2015: 123-134
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

Rank-Preserving and Unsupervised Hash Learning from Auxiliary Contextual Cues

Conference paper
Yin-Hsi Kuo, Winston H. Hsu
ACM International Conference on Multimedia Retrieval (ICMR), Pages 399-402, April 2014
Publication year: 2014

Predicting Viewer Affective Comments Based on Image Content in Social Media

Conference paper
Yan-Ying Chen, Tao Chen, Winston H. Hsu, Hong-Yuan Mark Liao, Shih-Fu Chang
ACM International Conference on Multimedia Retrieval (ICMR), Pages 233-242, April 2014
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

Me-Link: Link Me To The Media – Fusing Audio And Visual Cues for Robust and Efficient Mobile Media Interaction

Top Conference paper
Chun-Yen Yeh, Yu-Ming Hsu, Hsinfu Huang, Hong-Wun Jheng, Yu-Chuan Su, Tzu-Hsuan Chiu, Winston H. Hsu
WWW, Pages 147-150, April 2014
Publication year: 2014

Learning-based Heart Rate Detection from Remote Photoplethysmography Features

Conference paper
Yung-Chien Hsu, Yen-Liang Lin, Winston H. Hsu
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Pages 4433-4437, May 2014
Publication year: 2014
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