World's Best Scientists 2026 revealed!
Hong-Yuan Mark Liao

Hong-Yuan Mark Liao

D-Index & Metrics

Computer Science

D-Index
51
Citations
38645
World Ranking
5189
National Ranking
38

Overview

Hong-Yuan Mark Liao is affiliated with Academia Sinica in Taiwan and specializes in the field of Computer Science with a focus on various subfields including Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging, Artificial Intelligence, Industrial and Manufacturing Engineering, and Signal Processing.

Their research topics cover multiple areas within advanced neural network applications and AI-driven medical diagnostic techniques. Key areas of work include:

  • Advanced Neural Network Applications
  • COVID-19 diagnosis using AI
  • Video Surveillance and Tracking Methods
  • Human Pose and Action Recognition
  • Industrial Vision Systems and Defect Detection
  • Video Analysis and Summarization
  • Neural Networks and Applications

Frequent publication venues for their work include:

  • arXiv (Cornell University)
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • APSIPA Transactions on Signal and Information Processing
  • IEEE Access
  • Journal of Medical Imaging

Notable papers authored or co-authored by Hong-Yuan Mark Liao are:

  • "YOLOv4: Optimal Speed and Accuracy of Object Detection" (2020, arXiv (Cornell University))
  • "YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors" (2022, arXiv (Cornell University))
  • "You Only Learn One Representation: Unified Network for Multiple Tasks" (2021, arXiv (Cornell University))
  • "YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information" (2024, arXiv (Cornell University))
  • "Designing Network Design Strategies Through Gradient Path Analysis" (2022, arXiv (Cornell University))

Throughout their research career, the scientist has collaborated frequently with co-authors including:

  • Chien-Yao Wang
  • I-Hau Yeh
  • Wen-Li Wei
  • Tyng-Luh Liu
  • Alexey Bochkovskiy

Best Publications

  • YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors

    Unknown

  • YOLOv4: Optimal Speed and Accuracy of Object Detection

    Alexey Bochkovskiy;Chien-Yao Wang;Hong-Yuan Mark Liao

  • CSPNet: A New Backbone that can Enhance Learning Capability of CNN

    Chien-Yao Wang;Hong-Yuan Mark Liao;Yueh-Hua Wu;Ping-Yang Chen

  • A new LDA-based face recognition system which can solve the small sample size problem

    Li-Fen Chen;Hong-Yuan Mark Liao;Ming-Tat Ko;Ja-Chen Lin

  • Scaled-YOLOv4: Scaling Cross Stage Partial Network

    Chien-Yao Wang;Alexey Bochkovskiy;Hong-Yuan Mark Liao

  • Multipurpose watermarking for image authentication and protection

    Chun-Shien Lu;H.-Y.M. Liao

  • Structural digital signature for image authentication: an incidental distortion resistant scheme

    Chun-Shien Lu;H.-Y.M. Liao

  • You Only Learn One Representation: Unified Network for Multiple Tasks.

    Chien-Yao Wang;I-Hau Yeh;Hong-Yuan Mark Liao

  • A new LDA-based face recognition system which can solve the small sample size problem

    Li Fen Chen;Hong Yuan Mark Liao;Ming Tat Ko;Chih-Ching Lin

  • CSPNet: A New Backbone that can Enhance Learning Capability of CNN.

    Chien-Yao Wang;Hong-Yuan Mark Liao;I-Hau Yeh;Yueh-Hua Wu

  • Cocktail watermarking for digital image protection

    Chun-Shien Lu;Shih-Kun Huang;Chwen-Jye Sze;Hong-Yuan Mark Liao

  • Facial feature detection using geometrical face model: An efficient approach

    Shi-Hong Jeng;Hong Yuan Mark Liao;Hong Yuan Mark Liao;Chin Chuan Han;Ming Yang Chern

  • Fast face detection via morphology-based pre-processing ☆

    Chin-Chuan Han;Hong-Yuan Mark Liao;Gwo-Jong Yu;Liang-Hua Chen

  • Image Registration Using a New Edge-Based Approach

    Jun-Wei Hsieh;Hong-Yuan Mark Liao;Kuo-Chin Fan;Ming-Tat Ko

  • Wavelet-Based Off-Line Handwritten Signature Verification

    Peter Shaohua Deng;Hong-Yuan Mark Liao;Chin Wen Ho;Hsiao-Rong Tyan

  • Simultaneous Tensor Decomposition and Completion Using Factor Priors

    Yi-Lei Chen;Chiou-Ting Hsu;Hong-Yuan Mark Liao

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

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

  • Pedestrian Detection and Tracking at Crossroads

    Chia Jung Pai;Hsiao Rong Tyan;Yu Ming Liang;Hong Yuan Mark Liao

  • An efficient expanding block algorithm for image copy-move forgery detection

    Gavin Lynch;Frank Y. Shih;Hong-Yuan Mark Liao

  • Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video

    Unknown

  • Video-Based Human Movement Analysis and Its Application to Surveillance Systems

    Jun-Wei Hsieh;Yung-Tai Hsu;H.-Y.M. Liao;Chih-Chiang Chen

  • Why recognition in a statistics-based face recognition system should be based on the pure face portion: a probabilistic decision-based proof

    Li-Fen Chen;Hong-Yuan Mark Liao;Ja-Chen Lin;Chin-Chuan Han

  • Video stabilization for a camcorder mounted on a moving vehicle

    Yu-Ming Liang;Hsiao-Rong Tyan;Shyang-Lih Chang;H.-Y.M. Liao

Frequent Co-Authors

Chun-Shien Lu
Chun-Shien Lu Academia Sinica
Chia-Wen Lin
Chia-Wen Lin National Tsing Hua University
Kuo-Chin Fan
Kuo-Chin Fan National Central University
Hsin-Min Wang
Hsin-Min Wang Academia Sinica
Winston H. Hsu
Winston H. Hsu National Taiwan University
Yi-Hsuan Yang
Yi-Hsuan Yang National Taiwan University
Hanzi Wang
Hanzi Wang Xiamen University
Tsung-Yi Lin
Tsung-Yi Lin Nvidia (United States)
Wen-Hsiang Tsai
Wen-Hsiang Tsai National Yang Ming Chiao Tung University
Jang-Ping Sheu
Jang-Ping Sheu National Tsing Hua University

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