World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
47
Citations
10819
World Ranking
6404
National Ranking
51

Research.com Recognitions

  • 2014 - ACM Senior Member

Overview

Winston H. Hsu is affiliated with National Taiwan University in Taiwan and specializes in the field of computer science with a focus on subfields such as computer vision and pattern recognition, artificial intelligence, radiology, nuclear medicine and imaging, media technology, and electrical and electronic engineering.

They have contributed to research on various main topics, including:

  • Advanced Neural Network Applications
  • Domain Adaptation and Few-Shot Learning
  • Multimodal Machine Learning Applications
  • Human Pose and Action Recognition
  • Advanced Vision and Imaging
  • Advanced Image Processing Techniques
  • COVID-19 diagnosis using AI

Some of their recent papers include:

  • MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Dual-Awareness Attention for Few-Shot Object Detection, 2021, IEEE Transactions on Multimedia
  • ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • xCos: An Explainable Cosine Metric for Face Verification Task, 2021, ACM Transactions on Multimedia Computing Communications and Applications
  • End-to-End Video Question-Answer Generation With Generator-Pretester Network, 2021, IEEE Transactions on Circuits and Systems for Video Technology

Frequent coauthors in Winston H. Hsu's research include:

  • Enrique Herrera-Viedma
  • Karen Panetta
  • Giancarlo Fortino
  • David Mendonça
  • Tadahiko Murata

Their research is published in various venues, including:

  • arXiv (Cornell University)
  • IEEE Transactions on Systems Man and Cybernetics Systems
  • IEEE Transactions on Multimedia
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Winston H. Hsu has been recognized as an ACM Senior Member since 2014.

Best Publications

  • Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

    Spyridon Bakas;Mauricio Reyes;Andras Jakab;Stefan Bauer

  • Large-scale concept ontology for multimedia

    M. Naphade;J.R. Smith;J. Tesic;Shih-Fu Chang

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

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

  • Drone-Based Object Counting by Spatially Regularized Regional Proposal Network

    Meng-Ru Hsieh;Yen-Liang Lin;Winston H. Hsu

  • IBM Research TRECVID-2003 Video Retrieval System.

    Arnon Amir;Marco Berg;Shih-Fu Chang;Winston H. Hsu

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

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

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

    Winston H. Hsu;Lyndon S. Kennedy;Shih-Fu Chang

  • Video search reranking via information bottleneck principle

    Winston H. Hsu;Lyndon S. Kennedy;Shih-Fu Chang

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

    Unknown

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

    Unknown

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

    Shih-Fu Chang;Winston H. Hsu;Wei Jiang;Lyndon S. Kennedy

  • Columbia University TRECVID-2005 Video Search and High-Level Feature Extraction.

    Shih-Fu Chang;Winston H. Hsu;Lyndon S. Kennedy;Lexing Xie

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

    An-Jung Cheng;Yan-Ying Chen;Yen-Ta Huang;Winston H. Hsu

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

    Yan-Ying Chen;An-Jung Cheng;W. H. Hsu

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

    Kuan-Lun Tseng;Yen-Liang Lin;Winston Hsu;Chung-Yang Huang

  • Jointly Optimizing 3D Model Fitting and Fine-Grained Classification

    Yen-Liang Lin;Vlad I. Morariu;Winston H. Hsu;Larry S. Davis

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

    Unknown

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

    Hong-Ming Chen;Ming-Hsiu Chang;Ping-Chieh Chang;Ming-Chun Tien

  • Super-Identity Convolutional Neural Network for Face Hallucination

    Kaipeng Zhang;Zhanpeng Zhang;Chia-Wen Cheng;Winston H. Hsu

  • Scalable Face Image Retrieval Using Attribute-Enhanced Sparse Codewords

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

  • Reranking Methods for Visual Search

    W.H. Hsu;L.S. Kennedy;Shih-Fu Chang

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

    Tat-Seng Chua;Shih-Fu Chang;Lekha Chaisorn;Winston Hsu

  • IBM Research TRECVID 2004 Video Retrieval System.

    Arnon Amir;Janne Argillander;Marco Berg;Shih-Fu Chang

Frequent Co-Authors

Shih-Fu Chang
Shih-Fu Chang Columbia University
Lyndon Kennedy
Lyndon Kennedy Apple (United States)
Yi-Hsuan Yang
Yi-Hsuan Yang National Taiwan University
Jiebo Luo
Jiebo Luo University of Rochester
Ching-Yung Lin
Ching-Yung Lin National Chi Nan University
Hong-Yuan Mark Liao
Hong-Yuan Mark Liao Academia Sinica
Rong Yan
Rong Yan Snapchat
Tom Vercauteren
Tom Vercauteren King's College London
Arlindo L. Oliveira
Arlindo L. Oliveira University of Lisbon
Koen Van Leemput
Koen Van Leemput Harvard University

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