Publications

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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
DECCNet: Depth Enhanced Crowd Counting

DECCNet: Depth Enhanced Crowd Counting

Conference paperTop Conference paper
Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen
International Conference on Computer Vision Workshops (ICCVW)
Publication year: 2019
Audio Feature Generation for Missing Modality Problem in Video Action Recognition

Audio Feature Generation for Missing Modality Problem in Video Action Recognition

Conference paper
Hu-Cheng Lee, Chih-Yu Lin, Pin-Chun Hsu, Winston H. Hsu
International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
Publication year: 2019
Anticipation of Human Actions

Anticipation of Human Actions With Pose-Based Fine-Grained Representations

Conference paperTop Conference paper
Sebastian Agethen, Hu-Cheng Lee, Winston H. Hsu
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Publication year: 2019

A Unified Point-Based Framework for 3D Segmentation

Conference paper
Hungyueh Chiang, Yenliang Lin, Yuehcheng Liu, and Winston H. Hsu
International Conference on 3D Vision (3DV)
Publication year: 2019

Super-Identity Convolutional Neural Network for Face Hallucination

Top Conference paper
Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston Hsu, Yu Qiao, Wei Liu, Tong Zhang
European Conference on Computer Vision (ECCV) 2018
Publication year: 2018

PIVTONS: Pose Invariant Virtual Try-On Shoe with Conditional Image Completion

Conference paper
Chao-Te Chou, Cheng-Han Lee, Kaipeng Zhang, Hu Cheng Lee, Winston H. Hsu
Asian Conference on Computer Vision (ACCV)
Publication year: 2018

Netizen-Style Commenting on Fashion Photos: Dataset and Diversity Measures

Top Conference paper
Wen-Hua Lin, Kuan-Ting Chen, Winston Hsu
WWW 2018 Cognitive Computing Track
Publication year: 2018

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

Cross-Domain Image-Based 3D Shape Retrieval by View Sequence Learning

Conference paper
Tang Lee, Yen-Liang Lin, HungYueh Chiang, Ming-Wei Chiu, Winston H. Hsu, Polly Huang
2018 International Conference on 3D Vision
Publication year: 2018

Photo Filter Recommendation by Category-Aware Aesthetic Learning

arXivJournal 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

Multi-task learning for face identification and attribute estimation

Conference paper
Hui-Lan Hsieh, Winston Hsu, Yan-Ying Chen
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 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

Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation

Top Conference paper
Kuan-Lun Tseng, Yen-Liang Lin, Winston Hsu and Chung-Yang (Ric) Huang
IEEE Computer Vision and Pattern Recognition (CVPR), July 2017
Publication year: 2017

Harnessing A.I. for Augmenting Creativity: Application to Movie Trailer Creation

Top Conference paper
John R Smith, Dhiraj Joshi, Benoit Huet, Winston Hsu, and Zef Cota
ACM Multimedia 2017
Publication year: 2017

Feature Learning with Rank-Based Candidate Selection for Product Search

Top Conference paper
Yin-Hsi Kuo, Winston H. Hsu
2017 IEEE International Conference on Computer Vision Workshop (ICCVW)
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

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
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