World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
74
Citations
29187
World Ranking
1463
National Ranking
199

Research.com Recognitions

  • 2016 - ACM Senior Member

Overview

Shi-Min Hu is affiliated with Tsinghua University in China and has made substantial contributions to the fields of computer science and engineering through extensive research and publications. Their work primarily spans the areas of computer vision and pattern recognition, computational mechanics, artificial intelligence, computer graphics and computer-aided design, as well as aerospace engineering.

The researcher's recent scientific output includes several papers published between 2020 and 2023 that focus on attention mechanisms and visual tasks. Notable papers are:

  • Attention mechanisms in computer vision: A survey, 2022, published in Computational Visual Media
  • Visual attention network, 2023, published in Computational Visual Media
  • Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks, 2022, published in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation, 2022, published on arXiv (Cornell University)
  • Morphing and Sampling Network for Dense Point Cloud Completion, 2020, published in Proceedings of the AAAI Conference on Artificial Intelligence

The scientist has collaborated frequently with several coauthors, including Tai-Jiang Mu, Meng-Hao Guo, Song-Hai Zhang, Jiahui Huang, and Zheng-Ning Liu. These collaborations have contributed to a diverse range of topics and publications.

Shi-Min Hu's work has appeared in leading publication venues with recurring contributions to:

  • arXiv (Cornell University)
  • ACM Transactions on Graphics
  • Computational Visual Media
  • IEEE Transactions on Visualization and Computer Graphics
  • IEEE Transactions on Image Processing

The primary fields of study for this researcher are computer science and engineering, with significant work in multiple subfields:

  • Computer Vision and Pattern Recognition
  • Computational Mechanics
  • Artificial Intelligence
  • Computer Graphics and Computer-Aided Design
  • Aerospace Engineering

Their main research topics cover:

  • Advanced Vision and Imaging
  • 3D Shape Modeling and Analysis
  • Advanced Neural Network Applications
  • Computer Graphics and Visualization Techniques
  • Advanced Image and Video Retrieval Techniques
  • Human Pose and Action Recognition
  • Robotics and Sensor-Based Localization

Shi-Min Hu has also authored academic books published by Springer Science+Business Media, including "Image and Graphics" released in 2021.

Recognition of their professional standing includes being awarded the title of ACM Senior Member in 2016.

Best Publications

  • Global contrast based salient region detection

    Ming-Ming Cheng;Guo-Xin Zhang;Niloy J. Mitra;Xiaolei Huang

  • Attention Mechanisms in Computer Vision: A Survey.

    Meng-Hao Guo;Tian-Xing Xu;Jiangjiang Liu;Zheng-Ning Liu

  • PCT: Point cloud transformer

    Meng-Hao Guo;Jun-Xiong Cai;Zheng-Ning Liu;Tai-Jiang Mu

  • PCT: Point cloud transformer

    Meng-Hao Guo;Jun-Xiong Cai;Zheng-Ning Liu;Tai-Jiang Mu

  • Global Contrast Based Salient Region Detection

    Unknown

  • Traffic-Sign Detection and Classification in the Wild

    Zhe Zhu;Dun Liang;Songhai Zhang;Xiaolei Huang

  • Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks

    Unknown

  • Sketch2Photo: internet image montage

    Tao Chen;Ming-Ming Cheng;Ping Tan;Ariel Shamir

  • SalientShape: group saliency in image collections

    Ming-Ming Cheng;Niloy J. Mitra;Xiaolei Huang;Shi-Min Hu

  • Morphing and Sampling Network for Dense Point Cloud Completion

    Minghua Liu;Lu Sheng;Sheng Yang;Jing Shao

  • A Shape-Preserving Approach to Image Resizing

    Guo-Xin Zhang;Ming-Ming Cheng;Shi-Min Hu;Ralph Robert Martin

  • Geometry and Convergence Analysis of Algorithms for Registration of 3D Shapes

    Helmut Pottmann;Qi-Xing Huang;Yong-Liang Yang;Shi-Min Hu

  • View-dependent displacement mapping

    Lifeng Wang;Xi Wang;Xin Tong;Stephen Lin

  • 3-Sweep: extracting editable objects from a single photo

    Tao Chen;Zhe Zhu;Ariel Shamir;Shi-Min Hu

  • Modifying the shape of NURBS surfaces with geometric constraints

    Shi-Min Hu;Youfu Li;Tao Ju;Xiang Zhu

  • RepFinder: finding approximately repeated scene elements for image editing

    Ming-Ming Cheng;Fang-Lue Zhang;Niloy J. Mitra;Xiaolei Huang

  • Sketch2Scene: sketch-based co-retrieval and co-placement of 3D models

    Kun Xu;Kang Chen;Hongbo Fu;Wei-Lun Sun

  • Pose2Seg: Detection Free Human Instance Segmentation

    Song-Hai Zhang;Ruilong Li;Xin Dong;Paul Rosin

  • Fast mesh segmentation using random walks

    Yu-Kun Lai;Shi-Min Hu;Ralph R. Martin;Paul L. Rosin

  • Properties of two types of generalized ball curves

    Shi-Min Hu;Guo-Zhao Wang;Tong-Guang Jin

  • Structure recovery by part assembly

    Chao-Hui Shen;Hongbo Fu;Kang Chen;Shi-Min Hu

  • A second order algorithm for orthogonal projection onto curves and surfaces

    Shi-Min Hu;Johannes Wallner

  • Efficient affinity-based edit propagation using K-D tree

    Kun Xu;Yong Li;Tao Ju;Shi-Min Hu

  • Pose2Seg: Detection Free Human Instance Segmentation

    Song-Hai Zhang;Ruilong Li;Xin Dong;Paul L. Rosin

Frequent Co-Authors

Ralph R. Martin
Ralph R. Martin Cardiff University
Yu-Kun Lai
Yu-Kun Lai Cardiff University
Kun Xu
Kun Xu Beijing University of Posts and Telecommunications
Ming-Ming Cheng
Ming-Ming Cheng Nankai University
Ariel Shamir
Ariel Shamir Reichman University
Jue Wang
Jue Wang Tencent (China)
Tao Ju
Tao Ju Washington University in St. Louis
Ming C. Lin
Ming C. Lin University of Maryland, College Park
Leif Kobbelt
Leif Kobbelt RWTH Aachen University
Chiew-Lan Tai
Chiew-Lan Tai Hong Kong University of Science and Technology

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