H-Index & Metrics Best Publications
Hong-Yuan Mark Liao

Hong-Yuan Mark Liao

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science D-index 46 Citations 11,749 176 World Ranking 3473 National Ranking 17

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer vision
  • Machine learning

Hong-Yuan Mark Liao spends much of his time researching Artificial intelligence, Computer vision, Pattern recognition, Digital watermarking and Image. His Artificial intelligence study typically links adjacent topics like Algorithm. His work in the fields of Motion estimation, Segmentation and Video compression picture types overlaps with other areas such as Laplace distribution.

As a part of the same scientific family, he mostly works in the field of Pattern recognition, focusing on Facial recognition system and, on occasion, Statistics, Principal component analysis, Discriminant and Linear discriminant analysis. His work deals with themes such as Watermark, Theoretical computer science, Quantization and Message authentication code, which intersect with Digital watermarking. He interconnects Computer security, Face model, Face hallucination and Facial expression in the investigation of issues within Image.

His most cited work include:

  • A new LDA-based face recognition system which can solve the small sample size problem (1273 citations)
  • YOLOv4: Optimal Speed and Accuracy of Object Detection (510 citations)
  • Structural digital signature for image authentication: an incidental distortion resistant scheme (337 citations)

What are the main themes of his work throughout his whole career to date?

Hong-Yuan Mark Liao mainly investigates Artificial intelligence, Computer vision, Pattern recognition, Feature extraction and Algorithm. Artificial intelligence connects with themes related to Machine learning in his study. The concepts of his Pattern recognition study are interwoven with issues in Matching, Facial recognition system and Histogram.

His work focuses on many connections between Feature extraction and other disciplines, such as Cognitive neuroscience of visual object recognition, that overlap with his field of interest in Artificial neural network. His Algorithm study combines topics from a wide range of disciplines, such as Mathematical optimization, Polygon mesh, Wavelet and Image retrieval. His Digital watermarking research integrates issues from Theoretical computer science, Quantization, Wavelet transform and Robustness.

He most often published in these fields:

  • Artificial intelligence (83.78%)
  • Computer vision (62.16%)
  • Pattern recognition (20.27%)

What were the highlights of his more recent work (between 2014-2020)?

  • Artificial intelligence (83.78%)
  • Computer vision (62.16%)
  • Object detection (9.46%)

In recent papers he was focusing on the following fields of study:

Artificial intelligence, Computer vision, Object detection, Feature extraction and Pattern recognition are his primary areas of study. Hong-Yuan Mark Liao has researched Artificial intelligence in several fields, including Network architecture and Machine learning. His work on Video tracking, Segmentation and Video content analysis as part of general Computer vision research is often related to Sample selection and Action recognition, thus linking different fields of science.

His Object detection study combines topics in areas such as Pyramid and Feature. While the research belongs to areas of Feature extraction, he spends his time largely on the problem of Visualization, intersecting his research to questions surrounding Shot, Relation and Robot. His Pattern recognition research is multidisciplinary, incorporating elements of Contextual image classification, Residual and Scale invariance.

Between 2014 and 2020, his most popular works were:

  • YOLOv4: Optimal Speed and Accuracy of Object Detection (510 citations)
  • CSPNet: A New Backbone that can Enhance Learning Capability of CNN (100 citations)
  • Cross-camera knowledge transfer for multiview people counting. (34 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Computer vision
  • Machine learning

His primary areas of investigation include Artificial intelligence, Object detection, Computer vision, Artificial neural network and Perspective. Many of his studies involve connections with topics such as Pattern recognition and Artificial intelligence. His work on Convolutional neural network as part of general Pattern recognition study is frequently linked to Homology, therefore connecting diverse disciplines of science.

His Object detection research includes elements of Network architecture and Feature. His studies deal with areas such as Similarity and Robustness as well as Computer vision. His Artificial neural network research includes themes of Algorithm, Inference and Scaling.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

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.
Pattern Recognition (2000)

1752 Citations

YOLOv4: Optimal Speed and Accuracy of Object Detection

Alexey Bochkovskiy;Chien-Yao Wang;Hong-Yuan Mark Liao.
arXiv: Computer Vision and Pattern Recognition (2020)

750 Citations

Multipurpose watermarking for image authentication and protection

Chun-Shien Lu;H.-Y.M. Liao.
IEEE Transactions on Image Processing (2001)

622 Citations

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

Chun-Shien Lu;H.-Y.M. Liao.
IEEE Transactions on Multimedia (2003)

487 Citations

Cocktail watermarking for digital image protection

Chun-Shien Lu;Shih-Kun Huang;Chwen-Jye Sze;Hong-Yuan Mark Liao.
IEEE Transactions on Multimedia (2000)

313 Citations

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.
Pattern Recognition (1998)

287 Citations

Fast face detection via morphology-based pre-processing ☆

Chin-Chuan Han;Hong-Yuan Mark Liao;Gwo-Jong Yu;Liang-Hua Chen.
Pattern Recognition (2000)

237 Citations

Image Registration Using a New Edge-Based Approach

Jun-Wei Hsieh;Hong-Yuan Mark Liao;Kuo-Chin Fan;Ming-Tat Ko.
Computer Vision and Image Understanding (1997)

228 Citations

Wavelet-Based Off-Line Handwritten Signature Verification

Peter Shaohua Deng;Hong-Yuan Mark Liao;Chin Wen Ho;Hsiao-Rong Tyan.
Computer Vision and Image Understanding (1999)

183 Citations

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

An-Jung Cheng;Yan-Ying Chen;Yen-Ta Huang;Winston H. Hsu.
acm multimedia (2011)

166 Citations

If you think any of the details on this page are incorrect, let us know.

Contact us

Best Scientists Citing Hong-Yuan Mark Liao

David Zhang

David Zhang

Chinese University of Hong Kong, Shenzhen

Publications: 39

Jingyu Yang

Jingyu Yang

Nanjing University of Science and Technology

Publications: 37

Xinbo Gao

Xinbo Gao

Chongqing University of Posts and Telecommunications

Publications: 30

Pong C. Yuen

Pong C. Yuen

Hong Kong Baptist University

Publications: 29

Chin-Chen Chang

Chin-Chen Chang

Feng Chia University

Publications: 25

Feiping Nie

Feiping Nie

Northwestern Polytechnical University

Publications: 23

Chun-Shien Lu

Chun-Shien Lu

Academia Sinica

Publications: 23

Xiaoou Tang

Xiaoou Tang

Chinese University of Hong Kong

Publications: 22

Yehoshua Y. Zeevi

Yehoshua Y. Zeevi

Technion – Israel Institute of Technology

Publications: 21

Nannan Wang

Nannan Wang

Xidian University

Publications: 20

Kuldip K. Paliwal

Kuldip K. Paliwal

Griffith University

Publications: 20

Daniel C. Chung

Daniel C. Chung

Harvard University

Publications: 19

Conrad Sanderson

Conrad Sanderson

Commonwealth Scientific and Industrial Research Organisation

Publications: 18

Zhong Jin

Zhong Jin

Nanjing University

Publications: 16

Alok Sharma

Alok Sharma

Griffith University

Publications: 15

Alastair M. Reed

Alastair M. Reed

International Centre for Counter-Terrorism

Publications: 14

Something went wrong. Please try again later.