Winston H. Hsu

发表

Photo search by face positions and facial attributes on touch devices

Yu-Heng Lei, Yan-Ying Chen, Lime Iida, 2011, MM '11.

Editorial for the ICMR 2016 special issue

Jiebo Luo, Susanne Boll, Winston H. Hsu, 2017, International Journal of Multimedia Information Retrieval.

NTU TRECVID-2007 fast rushes summarization system

Yung-Yu Chuang, Winston H. Hsu, Chen-Ming Pan, 2007, TVS '07.

Scalable Face Image Retrieval Using Attribute-Enhanced Sparse Codewords

Yan-Ying Chen, Bor-Chun Chen, Winston H. Hsu, 2013, IEEE Transactions on Multimedia.

Indoor Depth Completion with Boundary Consistency and Self-Attention

Tsung-Han Wu, Yu-Kai Huang, Winston H. Hsu, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Emerging challenges and opportunities in exploiting mobile photos and videos

Winston H. Hsu, 2012, IMMPD '12.

DECCNet: Depth Enhanced Crowd Counting

Wen-Chin Chen, Winston H. Hsu, Hung-Ting Su, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Predicting Viewer Affective Comments Based on Image Content in Social Media

Tao Chen, Shih-Fu Chang, Hong-Yuan Mark Liao, 2014, ICMR.

xCos: An Explainable Cosine Metric for Face Verification Task pdf

Yu-Sheng Lin, Hsin-Ying Lee, Winston H. Hsu, 2020, ArXiv.

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

Winston H. Hsu, Kaipeng Zhang, Hu-Cheng Lee, 2018, ACCV.

Full body human attribute detection in indoor surveillance environment using color-depth information

Winston H. Hsu, Hao-Jen Wang, Yen-Liang Lin, 2013, 2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance.

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

Winston H. Hsu, Hu-Cheng Lee, Sebastian Agethen, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Investigating and predicting social and visual image interestingness on social media by crowdsourcing

Hao-Chuan Wang, Winston H. Hsu, Liang-Chi Hsieh, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

News video story segmentation using fusion of multi-level multi-modal features in TRECVID 2003

Shih-Fu Chang, Ching-Yung Lin, Giridharan Iyengar, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

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

Winston H. Hsu, Yen-Liang Lin, Pei-Yun Hsu, 2015, ACM Multimedia.

ContextSeer: context search and recommendation at query time for shared consumer photos

Yi-Hsuan Yang, Homer H. Chen, Winston H. Hsu, 2008, ACM Multimedia.

Cross-Domain Hallucination Network for Fine-Grained Object Recognition

Winston H. Hsu, Hung-Ting Su, Jin-Fu Lin, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

COLUMBIA-IBM NEWS VIDEO STORY SEGMENTATION IN TRECVID 2004

Shih-Fu Chang, John R. Smith, Winston H. Hsu, 2005 .

Efficient and Phase-aware Video Super-resolution for Cardiac MRI

Winston H. Hsu, Yu-Cheng Chang, Jhih-Yuan Lin, 2020, MICCAI.

Content-based and concept-based retrieval for large-scale image/video collections

Rong Yan, Winston H. Hsu, 2009, MM '09.

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

Duy-Dinh Le, Bor-Chun Chen, Winston H. Hsu, 2017, IEEE Transactions on Circuits and Systems for Video Technology.

Expanding Sparse Guidance for Stereo Matching pdf

Yu-Kai Huang, Winston H. Hsu, Yueh-Cheng Liu, 2020, ArXiv.

Unsupervised Semantic Feature Discovery for Image Object Retrieval and Tag Refinement

Hsuan-Tien Lin, Wen-Huang Cheng, Winston H. Hsu, 2012, IEEE Transactions on Multimedia.

Video search reranking through random walk over document-level context graph

Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, 2007, ACM Multimedia.

Sketch-based image retrieval on mobile devices using compact hash bits

Winston H. Hsu, Yen-Liang Lin, Kai-Yu Tseng, 2012, ACM Multimedia.

Who are the Devils Wearing Prada in New York City?

Jiebo Luo, Winston H. Hsu, Kuan-Ting Chen, 2015, ACM Multimedia.

Two-stage sparse graph construction using MinHash on MapReduce

Winston H. Hsu, Liang-Chi Hsieh, Guan-Long Wu, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Enabling low bitrate mobile visual recognition: a performance versus bandwidth evaluation

Yan-Ying Chen, Winston H. Hsu, Yu-Chuan Su, 2013, MM '13.

Discovery and fusion of salient multimodal features toward news story segmentation

Shih-Fu Chang, Ching-Yung Lin, Giridharan Iyengar, 2003, IS&T/SPIE Electronic Imaging.

Columbia University TRECVID-2006 Video Search and High-Level Feature Extraction

Dong Xu, Winston H. Hsu, Shih-Fu Chang, 2006, TRECVID.

Detecting the directions of viewing landmarks for recommendation by large-scale user-contributed photos

Winston H. Hsu, Yen-Ta Huang, Kuan-Ting Chen, 2012, ACM Multimedia.

Graph-based semi-supervised learning with multi-modality propagation for large-scale image datasets

Winston H. Hsu, Liang-Chi Hsieh, Guan-Long Wu, 2013, J. Vis. Commun. Image Represent..

SheepDog: group and tag recommendation for flickr photos by automatic search-based learning

Ja-Ling Wu, Winston H. Hsu, Hong-Ming Chen, 2008, ACM Multimedia.

FishNet: A Camera Localizer using Deep Recurrent Networks pdf

Bing-Yu Chen, Winston H. Hsu, Hsin-I Chen, 2019, ArXiv.

Audio Feature Generation for Missing Modality Problem in Video Action Recognition

Winston H. Hsu, Hu-Cheng Lee, Chih-Yu Lin, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

AdImage: video advertising by image matching and ad scheduling optimization

Winston H. Hsu, Kuan-Ting Chen, Wei-Shing Liao, 2008, SIGIR '08.

GPS, compass, or camera?: investigating effective mobile sensors for automatic search-based image annotation

Winston H. Hsu, Yin-Hsi Kuo, An-Jung Cheng, 2010, ACM Multimedia.

Identify Visual Human Signature in community via wearable camera

Yan-Ying Chen, Winston H. Hsu, Yu-Lin Hou, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Me-link: link me to the media -- fusing audio and visual cues for robust and efficient mobile media interaction

Winston H. Hsu, Yu-Chuan Su, Yu-Ming Hsu, 2014, WWW '14 Companion.

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

Kuan-Lun Tseng, Winston H. Hsu, Yen-Liang Lin, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Boosting object retrieval by estimating pseudo-objects

Winston H. Hsu, Kuan-Ting Chen, Kuan Hung Lin, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Story boundary detection in large broadcast news video archives: techniques, experience and trends

Shih-Fu Chang, Tat-Seng Chua, Winston H. Hsu, 2004, MULTIMEDIA '04.

Recent developments in content-based and concept-based image/video retrieval

Rong Yan, Winston H. Hsu, 2008, ACM Multimedia.

Drone-Based Object Counting by Spatially Regularized Regional Proposal Network

Winston H. Hsu, Meng-Ru Hsieh, Yen-Liang Lin, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

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

Vlad I. Morariu, Winston H. Hsu, Yen-Liang Lin, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

Unsupervised auxiliary visual words discovery for large-scale image object retrieval

Yi-Hsuan Yang, Hsuan-Tien Lin, Wen-Huang Cheng, 2011, CVPR 2011.

Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation

Shih-Fu Chang, Winston H. Hsu, Shih-Fu Chang, 2005, CIVR.

Wen-Chin Chen, Winston H. Hsu, Yin-Hsi Kuo, 2015, 2015 IEEE Conference on Visual Analytics Science and Technology (VAST).

Interactive inquiry for object of interest in video playback by motion-augmented graph cut

Winston H. Hsu, Yen-Liang Lin, Po-Nung Tseng, 2010, ACM Multimedia.

Multi-task learning for face identification and attribute estimation

Yan-Ying Chen, Winston H. Hsu, Hui-Lan Hsieh, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Search-based relevance association with auxiliary contextual cues

Yan-Ying Chen, Winston H. Hsu, Kuan-Yu Chu, 2013, MM '13.

Investigating 3-D Model and Part Information for Improving Content-Based Vehicle Retrieval

Chih-Wei Chen, Winston H. Hsu, Yen-Liang Lin, 2013, IEEE Transactions on Circuits and Systems for Video Technology.

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

Kiyoharu Aizawa, Winston H. Hsu, Yin-Hsi Kuo, 2016, J. Vis. Commun. Image Represent..

3D Sub-query Expansion for Improving Sketch-Based Multi-view Image Retrieval

Winston H. Hsu, Hao-Jen Wang, Yen-Liang Lin, 2013, 2013 IEEE International Conference on Computer Vision.

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval

John R. Kender, Jiebo Luo, John R. Smith, 2016, ICMR.

Photo Filter Recommendation by Category-Aware Aesthetic Learning

Winston H. Hsu, Yin-Hsi Kuo, Wei-Tse Sun, 2016, IEEE Transactions on Multimedia.

Efficient Face Detection by Leveraging Knowledge from Large-Scale Photos

Winston H. Hsu, Yi-De Lin, Yen-Liang Lin, 2014, ICMR.

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

Hong-Yuan Mark Liao, Yan-Ying Chen, Winston H. Hsu, 2013, IEEE Transactions on Multimedia.

Flickr-tag prediction using multi-modal fusion and meta information

Felix Wu, Winston H. Hsu, Yu-Chuan Su, 2013, MM '13.

Brief Descriptions of Visual Features for Baseline TRECVID Concept Detectors

Winston H. Hsu, Shih-Fu Chang, Akira Yanagawa, 2006 .

Filter-Invariant Image Classification on Social Media Photos

Wen-Chin Chen, Winston H. Hsu, Yen-Liang Lin, 2015, ACM Multimedia.

Discovering the City by Mining Diverse and Multimodal Data Streams

Yan-Ying Chen, Bor-Chun Chen, Winston H. Hsu, 2014, ACM Multimedia.

Learning-based heart rate detection from remote photoplethysmography features

Winston H. Hsu, Yen-Liang Lin, YungChien Hsu, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Shao-Yi Chien, Hsiao-Hang Su, Winston H. Hsu, 2012, IEEE Transactions on Multimedia.

Keyword-based concept search on consumer photos by web-based kernel function

Yi-Hsuan Yang, Winston H. Hsu, Kuan-Ting Chen, 2008, ACM Multimedia.

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

Winston H. Hsu, Sebastian Agethen, Sebastian Agethen, 2019, IEEE Transactions on Multimedia.

Raw Image Deblurring pdf

Winston H. Hsu, Yueh-Cheng Liu, Yu-An Chen, 2020, IEEE Transactions on Multimedia.

Scenic photo quality assessment with bag of aesthetics-preserving features

Shao-Yi Chien, Hsiao-Hang Su, Winston H. Hsu, 2011, ACM Multimedia.

Real-time privacy-preserving moving object detection in the cloud

Winston H. Hsu, Kuan-Yu Chu, Yin-Hsi Kuo, 2013, ACM Multimedia.

Canonical image selection and efficient image graph construction for large-scale flickr photos

Yi-Hsuan Yang, Winston H. Hsu, Chun-Sung Ferng, 2009, MM '09.

Learning by expansion: Exploiting social media for image classification with few training examples

Yan-Ying Chen, Winston H. Hsu, Liang-Chi Hsieh, 2012, Neurocomputing.

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

Yan-Ying Chen, Winston H. Hsu, Yin-Hsi Kuo, 2015, AAAI.

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

John R. Smith, Benoit Huet, Winston H. Hsu, 2017, ACM Multimedia.

Jointly Optimizing 3D Model Fitting and Fine-Grained Classification

Larry S. Davis, Vlad I. Morariu, Winston H. Hsu, 2014, ECCV.

Rank-Preserving and Unsupervised Hash Learning from Auxiliary Contextual Cues

Winston H. Hsu, Yin-Hsi Kuo, Y. Kuo, 2014, ICMR.

Knowledge discovery over community-sharing media: From signal to intelligence

Tao Mei, Rong Yan, Winston H. Hsu, 2009, 2009 IEEE International Conference on Multimedia and Expo.

Drone-View Building Identification by Cross-View Visual Learning and Relative Spatial Estimation

Winston H. Hsu, Yin-Hsi Kuo, Chun-Wei Chen, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Personalized travel recommendation by mining people attributes from community-contributed photos

Hong-Yuan Mark Liao, Yan-Ying Chen, Winston H. Hsu, 2011, ACM Multimedia.

Discovering informative social subgraphs and predicting pairwise relationships from group photos

Hong-Yuan Mark Liao, Yan-Ying Chen, Winston H. Hsu, 2012, ACM Multimedia.

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

Lexing Xie, Winston H. Hsu, Yin-Hsi Kuo, 2013, IEEE MultiMedia.

Super-Identity Convolutional Neural Network for Face Hallucination

Wei Liu, Tong Zhang, Yu Qiao, 2018, ECCV.

Snap2Read: Automatic Magazine Capturing and Analysis for Adaptive Mobile Reading

Winston H. Hsu, Brian Wang, Yen-Liang Lin, 2011, MMM.

The NTU Toolkit and Framework for High-Level Feature Detection at TRECVID 2007

Yi-Hsuan Yang, Chih-Jen Lin, Yung-Yu Chuang, 2007, TRECVID.

Knowledge Discovery from Community-Contributed Multimedia

Tao Mei, Jiebo Luo, Winston H. Hsu, 2010, IEEE Multim..

Large-scale simultaneous multi-object recognition and localization via bottom up search-based approach

Winston H. Hsu, Yin-Hsi Kuo, Chun-Che Wu, 2012, ACM Multimedia.

Mediated experts for deep convolutional networks

Winston H. Hsu, Sebastian Agethen, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal

Winston H. Hsu, Zhe Yu Liu, Ya-Liang Chang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

A technical demonstration of large-scale image object retrieval by efficient query evaluation and effective auxiliary visual feature discovery

Yi-Hsuan Yang, Winston H. Hsu, Yin-Hsi Kuo, 2010, ACM Multimedia.

Personalized Travel Recommendation by Mining People Attributes

Winston H. Hsu, Yen-Ta Huang, An-Jung Cheng, 2011, MM 2011.

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

Winston H. Hsu, Yu-Chuan Su, Guan-Long Wu, 2012, 2012 IEEE 14th International Workshop on Multimedia Signal Processing (MMSP).

Where is who: large-scale photo retrieval by facial attributes and canvas layout

Yu-Heng Lei, Yan-Ying Chen, Lime Iida, 2012, SIGIR '12.

Learning from 3D (Point Cloud) Data

Winston H. Hsu, 2019, ACM Multimedia.

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

Winston H. Hsu, Yen-Liang Lin, Wen-Feng Cheng, 2015, ACM Multimedia.

Search-Based Automatic Image Annotation via Flickr Photos Using Tag Expansion

Winston H. Hsu, Liang-Chi Hsieh, 2010, ICASSP.

Comp2Watch: enhancing the mobile video browsing experience

Winston H. Hsu, Yen-Liang Lin, Yu-Ming Hsu, 2011, IMMPD '11.

Live Semantic Sport Highlight Detection Based on Analyzing Tweets of Twitter

Winston H. Hsu, Liang-Chi Hsieh, Ching-Wei Lee, 2012, 2012 IEEE International Conference on Multimedia and Expo.

Multiple object localization by context-aware adaptive window search and search-based object recognition

Winston H. Hsu, Yin-Hsi Kuo, Fang-Erh Lin, 2011, MM '11.

Coarse-to-fine temporal optimization for video retargeting based on seam carving

Jian-Jiun Ding, Shao-Yi Chien, Hsiao-Hang Su, 2011, 2011 IEEE International Conference on Multimedia and Expo.

ICMR'16 : proceedings of the 2016 ACM on International Conference on Multimedia Retrieval : June 6-9, 2016, New York, NY, USA

John R. Kender, Jiebo Luo, John R. Smith, 2016 .

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

Yan-Ying Chen, Winston H. Hsu, An-Jung Cheng, 2013, IEEE Transactions on Multimedia.

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

Winston H. Hsu, Yin-Hsi Kuo, Y. Kuo, 2016, IEEE Transactions on Circuits and Systems for Video Technology.

Learning to personalize trending image search suggestion

Tao Mei, Yong Rui, Winston H. Hsu, 2014, SIGIR.

Region-based landmark discovery by crowdsourcing geo-referenced photos

Kuo-Wei Chang, Winston H. Hsu, Yen-Ta Huang, 2011, SIGIR.

Scalable object detection by filter compression with regularized sparse coding

Winston H. Hsu, Yin-Hsi Kuo, Yen-Liang Lin, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

An information-theoretic framework towards large-scale video structuring, threading, and retrieval

Winston H. Hsu, Shih-Fu Chang, Shih-Fu Chang, 2007 .

Boosting image object retrieval and indexing by automatically discovered pseudo-objects

Winston H. Hsu, Yin-Hsi Kuo, Kuan-Ting Chen, 2010, J. Vis. Commun. Image Represent..

A Unified Point-Based Framework for 3D Segmentation

Winston H. Hsu, Hungyueh Chiang, Yenliang Lin, 2019, 2019 International Conference on 3D Vision (3DV).

Saliency Aware: Weakly Supervised Object Localization

Winston H. Hsu, Yun-Chun Chen, Yun-Chun Chen, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Generative, discriminative, and ensemble learning on multi-modal perceptual fusion toward news video story segmentation

Shih-Fu Chang, Winston H. Hsu, Shih-Fu Chang, 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763).

A latent semantic retrieval and clustering system for personal photos with sparse speech annotation

Lin-Shan Lee, Winston H. Hsu, Yi-Sheng Fu, 2009, SSCS '09.

Cross-Age Reference Coding for Age-Invariant Face Recognition and Retrieval

Chu-Song Chen, Bor-Chun Chen, Winston H. Hsu, 2014, ECCV.

Content-based vehicle retrieval using 3D model and part information

Chih-Wei Chen, Winston H. Hsu, Yen-Liang Lin, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Approximating Weighted Hamming Distance by Probabilistic Selection for Multiple Hash Tables

Winston H. Hsu, Yin-Hsi Kuo, Chiang-Yu Tsai, 2015, ECIR.

Augmenting flower recognition by automatically expanding training data from web

Winston H. Hsu, Yen-Liang Lin, Cheng-Yu Huang, 2015, 2015 IEEE 17th International Workshop on Multimedia Signal Processing (MMSP).

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

Yi-Hsuan Yang, Homer H. Chen, Winston H. Hsu, 2009, IEEE Transactions on Circuits and Systems for Video Technology.

Efficient Cross-Domain Image Retrieval by Multi-Level Matching and Spatial Verification for Structural Similarity

Shin'ichi Satoh, Winston H. Hsu, Che-Chun Lee, 2014, ACM Multimedia.

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

Winston H. Hsu, Yu-Chuan Su, Yin-Hsi Kuo, 2014, IEEE Transactions on Multimedia.

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval

John R. Kender, Jiebo Luo, John R. Smith, 2018 .

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

Winston H. Hsu, Shin’ichi Satoh, Wen-Yu Lee, 2018, IEEE Transactions on Multimedia.

Video search reranking via information bottleneck principle

Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, 2006, MM '06.

Reranking Methods for Visual Search

Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, 2007, IEEE MultiMedia.

Conference Organization

Giovanni Pilato, Chuan-Yu Chang, Li-Wei Kang, 2005, RTCSA.

Query expansion for hash-based image object retrieval

Winston H. Hsu, Yin-Hsi Kuo, Kuan-Ting Chen, 2009, ACM Multimedia.

Automatic Facial Image Annotation and Retrieval by Integrating Voice Label and Visual Appearance

Yan-Ying Chen, Bor-Chun Chen, Winston H. Hsu, 2014, ACM Multimedia.

Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning pdf

Hsin-Ying Lee, Winston H. Hsu, Yi-Rong Chen, 2020, ArXiv.

Learning facial attributes by crowdsourcing in social media

Hong-Yuan Mark Liao, Yan-Ying Chen, Winston H. Hsu, 2011, WWW.

Topic Tracking Across Broadcast News Videos with Visual Duplicates and Semantic Concepts

Shih-Fu Chang, Winston H. Hsu, Shih-Fu Chang, 2006, 2006 International Conference on Image Processing.

Unsupervised Latent Aspect Discovery for Diverse Event Summarization

Winston H. Hsu, Yin-Hsi Kuo, Wen-Feng Cheng, 2015, ACM Multimedia.

Semi-supervised face image retrieval using sparse coding with identity constraint

Yan-Ying Chen, Bor-Chun Chen, Winston H. Hsu, 2011, ACM Multimedia.

A statistical framework for fusing mid-level perceptual features in news story segmentation

Shih-Fu Chang, Winston H. Hsu, Shih-Fu Chang, 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

City-view image retrieval leveraging check-in data

Winston H. Hsu, Yin-Hsi Kuo, Wen-Yu Lee, 2013, GeoMM '13.

Learnable Gated Temporal Shift Module for Deep Video Inpainting

Winston H. Hsu, Zhe Yu Liu, Ya-Liang Chang, 2019 .

Video search reranking via online ordinal reranking

Yi-Hsuan Yang, Winston H. Hsu, Yi-Hsuan Yang, 2008, 2008 IEEE International Conference on Multimedia and Expo.

Foreground segmentation for static video via multi-core and multi-modal graph cut

Winston H. Hsu, Lun-Yu Chang, Lun-Yu Chang, 2009, 2009 IEEE International Conference on Multimedia and Expo.

Deep Disguised Faces Recognition

Winston H. Hsu, Ya-Liang Chang, Kaipeng Zhang, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Scalable mobile video question-answering system with locally aggregated descriptors and random projection

Winston H. Hsu, Yu-Chuan Su, Liang-Chi Hsieh, 2011, MM '11.

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

Chu-Song Chen, Bor-Chun Chen, Winston H. Hsu, 2015, IEEE Transactions on Multimedia.

Reranking for Visual Search

Shih-Fu Chang, Winston H. Hsu, Lyndon Kennedy, 2007 .

Egocentric activity recognition by leveraging multiple mid-level representations

Winston H. Hsu, Yen-Liang Lin, Peng-Ju Hsieh, 2016, 2016 IEEE International Conference on Multimedia and Expo (ICME).

Situation and Behavior Understanding by Trope Detection on Films pdf

Winston H. Hsu, Zhe Yu Liu, Ya-Liang Chang, 2021, WWW.

LDADEEP+: Latent aspect discovery with deep representations

Winston H. Hsu, Chieh-En Tsai, Hui-Lan Hsieh, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Facial Attribute Space Compression by Latent Human Topic Discovery

Yan-Ying Chen, Bor-Chun Chen, Winston H. Hsu, 2014, ACM Multimedia.

Attribute Augmented Convolutional Neural Network for Face Hallucination

Winston H. Hsu, Kaipeng Zhang, Hu-Cheng Lee, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

End-to-End Video Question-Answer Generation With Generator-Pretester Network pdf

Pu-Jen Cheng, Winston H. Hsu, Ya-Liang Chang, 2021, IEEE Transactions on Circuits and Systems for Video Technology.

Large-scale concept ontology for multimedia

John R. Smith, Milind R. Naphade, Joshua R. Smith, 2006, IEEE MultiMedia.

Multi-layer graph-based semi-supervised learning for large-scale image datasets using mapreduce

Winston H. Hsu, Liang-Chi Hsieh, Ya-Fan Su, 2011, SIGIR '11.

Evaluating Gaussian Like Image Representations over Local Features

Kuo-Wei Chang, Winston H. Hsu, Yu-Chuan Su, 2012, 2012 IEEE International Conference on Multimedia and Expo.

Video Question Generation via Semantic Rich Cross-Modal Self-Attention Networks Learning

Winston H. Hsu, Hung-Ting Su, Yu-Siang Wang, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Transfer Learning for Video Recognition with Scarce Training Data pdf

Winston H. Hsu, Yu-Chuan Su, Hsinfu Huang, 2014, ArXiv.

Adaptive Learning for Multimodal Fusion in Video Search

Winston H. Hsu, Po Tun Wu, Wen-Yu Lee, 2009, PCM.

Feature Learning with Rank-Based Candidate Selection for Product Search

Winston H. Hsu, Yin-Hsi Kuo, Y. Kuo, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

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

Wen-Huang Cheng, Winston H. Hsu, Yin-Hsi Kuo, 2011, ACM Multimedia.

3rd Place Solution for NeurIPS 2021 Shifts Challenge: Vehicle Motion Prediction pdf

Winston H. Hsu, Kuan-Chih Huang, Ching-Yu Tseng, 2021, ArXiv.

Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining

Winston H. Hsu, Yueh-Cheng Liu, Ching-Yu Tseng, 2021, ArXiv.

Role Aware Multi-Party Dialogue Question Answering

Winston H. Hsu, Hung-Ting Su, Jia-Fong Yeh, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Learn from the past - sequentially one-to-one video deblurring network

Winston H. Hsu, Hung-Ting Su, Chih-Hung Liang, 2021, J. Vis. Commun. Image Represent..

TrUMAn: Trope Understanding in Movies and Animations

Winston H. Hsu, Bing-Chen Tsai, Ke-Jyun Wang, 2021, CIKM.

S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation

Winston H. Hsu, Yueh-Cheng Liu, Hung-Ting Su, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset pdf

Winston H. Hsu, Igor Morawski, Yu-An Chen, 2021, BMVC.

Stage Conscious Attention Network (SCAN) : A Demonstration-Conditioned Policy for Few-Shot Imitation pdf

Winston H. Hsu, Jia-Fong Yeh, Hung-Ting Su, 2021, AAAI.

Class-agnostic Few-shot Object Counting

Winston H. Hsu, Hung-Ting Su, Shuo-Diao Yang, 2021, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data

Winston H. Hsu, Yueh-Cheng Liu, Tung-I Chen, 2021 .

Situation and Behavior Understanding by Trope Detection on Films

Winston H. Hsu, Ya-Liang Chang, Hung-Ting Su, 2021, WWW.

OCID-Ref: A 3D Robotic Dataset With Embodied Language For Clutter Scene Grounding

Winston H. Hsu, Hung-Ting Su, Ke-Jyun Wang, 2021, NAACL.

Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation pdf

Winston H. Hsu, Kuan-Chih Huang, Yu-Kai Huang, 2021, BMVC.

Dual-Awareness Attention for Few-Shot Object Detection pdf

Winston H. Hsu, Yueh-Cheng Liu, Hung-Ting Su, 2021, IEEE Transactions on Multimedia.

ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception

Winston H. Hsu, Tung-I Chen, Jen-Wei Wang, 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation pdf

Hsin-Ying Lee, Winston H. Hsu, Yueh-Cheng Liu, 2021, ArXiv.

Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining pdf

Winston H. Hsu, Yueh-Cheng Liu, Hung-Ting Su, 2021, ArXiv.

Video Search and High-Level Feature Extraction

Winston H. Hsu, Shih-Fu Chang, L. Kennedy, 2005 .

A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection

Winston H. Hsu, Zhe Yu Liu, Kuang-Yu Jeng, 2020, CoRL.

Anchor Shot Detection in TRECVID-2005 Broadcast News Videos

Winston H. Hsu, Shih-Fu Chang, Akira Yanagawa, 2006 .

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

Winston H. Hsu, Shao-Yi Chien, Chieh-Chi Kao, 2012 .

D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation

Winston H. Hsu, Hsin-Ying Lee, Kuan-Chih Huang, 2022, 2202.06484.

Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling

Winston H. Hsu, Hung-Ting Su, Hsin-Ying Lee, 2022, BMVC.

Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations

Winston H. Hsu, Hsin-Ying Lee, Tung-I Chen, 2022, ArXiv.

ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation

Winston H. Hsu, Yueh-Cheng Liu, Hung-Ting Su, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Organ At Risk Segmentation with Multiple Modality pdf

Kuan-Lun Tseng, Winston H. Hsu, Winston Hsu, 2019, ArXiv.

Deep Long Audio Inpainting pdf

Hung-yi Lee, Winston H. Hsu, Ya-Liang Chang, 2019, ArXiv.

Fair Robust Active Learning by Joint Inconsistency

Winston H. Hsu, Shang-Tse Chen, Tsung-Han Wu, 2022, ArXiv.

Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering

Winston H. Hsu, Hung-Ting Su, Shih-Fu Chang, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Online image search result grouping with MapReduce-based image clustering and graph construction for large-scale photos

Winston H. Hsu, Winston Hsu, Liang-Chi Hsieh, 2014, J. Vis. Commun. Image Represent..

CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection

Winston H. Hsu, Hsin-Ying Lee, Tsung-Han Wu, 2022, 2023 IEEE International Conference on Robotics and Automation (ICRA).

Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining

Winston H. Hsu, Yueh-Cheng Liu, Hung-Ting Su, 2021, ArXiv.

MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer

Winston H. Hsu, Hung-Ting Su, Kuan-Chih Huang, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

SeqDNet: Improving Missing Value by Sequential Depth Network

Winston H. Hsu, Hung-Ting Su, H. Hsu, 2022, 2022 IEEE International Conference on Image Processing (ICIP).

Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations

Winston H. Hsu, Hsin-Ying Lee, Tung-I Chen, 2022, 2023 IEEE International Conference on Robotics and Automation (ICRA).

Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping

Winston H. Hsu, Yi-Ting Chen, Jia-Fong Yeh, 2022, 2023 IEEE International Conference on Robotics and Automation (ICRA).

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

Winston H. Hsu, Polly Huang, Winston Hsu, 2018, 2018 International Conference on 3D Vision (3DV).

Free-form 3D Scene Inpainting with Dual-stream GAN

Winston H. Hsu, Tsung-Han Wu, Jia-Fong Yeh, 2022, BMVC.

A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection pdf

Winston H. Hsu, Kuang-Yu Jeng, Yueh-Cheng Liu, 2020, CoRL.

GenISP: Neural ISP for Low-Light Machine Cognition

Winston H. Hsu, Shusil Dangi, Yu-An Chen, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

BIRD-PCC: Bi-directional Range Image-based Deep LiDAR Point Cloud Compression

Winston H. Hsu, Ming-Sui Lee, Hung-Ting Su, 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

xCos: An Explainable Cosine Metric for Face Verification Task

Winston H. Hsu, Zhe Yu Liu, Ya-Liang Chang, 2020, ACM Trans. Multim. Comput. Commun. Appl..

MuRAL: Multi-Scale Region-based Active Learning for Object Detection

Winston H. Hsu, Tsung-Han Wu, Yi-Syuan Liou, 2023, ArXiv.

MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models

Winston H. Hsu, Kai-Wei Chang, Hung-yi Lee, 2023, ArXiv.

Free-Form Video Inpainting With 3D Gated Convolution and Temporal PatchGAN

Winston H. Hsu, Ya-Liang Chang, Winston Hsu, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic

Winston H. Hsu, Shen-Lung Tung, Hung-Ting Su, 2021, CIKM.

WiFi action recognition via vision-based methods

Kate Ching-Ju Lin, Winston H. Hsu, Winston Hsu, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).