Chun-Rong Huang 黃春融

  • Affiliation :

Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.

  • Email :

crhuang@cs.nycu.edu.tw / crhuang@cs.nchu.edu.tw

  • Publications :

http://cvml.cs.nchu.edu.tw/publications.html

To new master/Ph.D. students:
We are recruiting students who are interested in deep learning, computer vision, image processing, or medical image processing. Feel free to contact me for more information via email.

Educations

Experiences

Research Interests

  • Computer Vision

  • Machine Learning

  • Medical Image Processing

  • Multimedia Signal Processing

  • Pattern Recognition

Projects

  • Deep Learning based Image and Video Long-Tailed Classification Methods and Their Applications NSTC 2022/08/01~2025/07/31 PI

  • Building A Cooperative A.I. Pathology Analysis Platform MOST 2021/11/01~ 2023/10/1 Co-PI

  • Unsupervised Deep Learning Approach for Foreground Object Segmentation and Its Applications in Intelligent Video Surveillance MOST 2021/08/01~ 2022/07/31 PI

  • The Studies of Integrating Gastric and Gut Microbiota, F. Prausnitzii Metabolites, Microenvironment, and Epigenetics to Identify the Cancer Risk of H. Pylori-Related Precancerous Conditions Through an AI System and Control the Risk by Probiotic Supplements (2/4) MOST 2021/05/01 ~ 2022/04/30 Co-PI

  • Unsupervised Hierarchical Deep Learning for Anomaly Detection and Its Applications in Surveillance Videos MOST 2020/08/01~ 2021/07/31 PI

  • Real Time Detection of Gastric Intestinal Metaplasia Using A Deep Learning Model MOST 2020/08/01~ 2021/07/31 Co-PI

  • The Studies of Integrating Gastric and Gut Microbiota, F. Prausnitzii Metabolites, Microenvironment, and Epigenetics to Identify the Cancer Risk of H. Pylori-Related Precancerous Conditions Through an AI System and Control the Risk by Probiotic Supplements (1/4) MOST 2020/05/01~ 2021/04/30 Co-PI

  • Spatiotemporal Deep Learning based Crowded Scene Description, Analysis and Applications MOST 2018/08/01~ 2020/07/31 PI

  • Cultivation of Internet of Things Techniques and Applications Project MOE 2017/11/01~ 2019/03/31 Co-PI

  • The Integration of Driver's Physiological Information ATRC 2016/01/01~ 2016/12/31 Co-PI

  • Spatial-Temporal Trajectory Descriptor based Unsupervised Trajectory Event Analysis and Visualization MOST 2015/08/01~ 2018/07/31 PI

  • The Driver’s Physiological Information for Safe Driving Care System ATRC 2015/01/01~ 2015/12/31 Co-PI

  • Multiple Driver Awareness Monitoring System ATRC 2014/01/01~ 2014/12/31 Co-PI

  • Survey of Intelligent Computing Academic and Industry in Australia MOST 2013/11/15~ 2013/12/31 PI

  • Spatial-Temporal Visual Saliency Map based Telecare Video Synopsis MOST 2012/08/01~ 2015/07/31 PI

  • Spatial-temporal Synopsis of Surveillance Video II MOST 2011/08/01~ 2012/07/31 PI

  • Spatial-temporal Synopsis of Surveillance Video MOST 2010/10/01~ 2011/09/30 PI

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Activities


Membership

  • Senior Member of IEEE, IEEE Circuits and Systems Society, and IEEE Signal Processing Society

  • Member of Phi Tau Phi Honor Society

  • Member of IEEE and IEEE Circuits and Systems Society

Awards

  • 2023 Future Tech Award

  • 2023 International ICT Innovative Services Awards, Application Group, the Second place

  • 2023 International Symposium on Computer, Consumer and Control, Best Conference Paper

  • 2022 MOST 2030 Cross-Generation Young Scholars Program: Excellent Young Scholars

  • 2022 NCHU Scientific Paper Competition, Artificial Intelligence & Data Analysis and Mathematics, First Place

  • 2022 Chinese Cryptology and Information Security Association Master Thesis Award, Outstanding

  • 2021 TSC Thesis Competition, Excellent Paper Award

  • 2021 Future Tech Award

  • 2021 International ICT Innovative Services Awards, Asia Pacific Group, the Best Innovation Award

  • 2021 International ICT Innovative Services Awards, Industry Group, the Merit

  • 2020 International ICT Innovative Services Awards, Asia Pacific Group, the First place

  • 2020 International ICT Innovative Services Awards, Industry Group, the Second place

  • 2020 10-Year Excellent Senior Professor, National Chung Hsing University

  • 2020 The Education Consortium of Smart Manufacturing and Electronics Lecture Award

  • 2019 IEEE Senior Member

  • 2019 International ICT Innovative Services Awards, Asia Pacific Group, the Second place

  • 2019 International ICT Innovative Services Awards, Application Group, the Second place

  • 2018 IEEE Circuits and Systems Society Service Awards for VCIP 2018

  • 2016 IIAE International Conference on Industrial Application Engineering, Best Presentation Award

  • 2016 International ICT Innovative Services Awards, Application Group, the excellent work

  • 2015 Asia Pacific ICT Alliance (APICTA) Awards, Merit

  • 2015 International ICT Innovative Services Awards, Research Germination Group, the First place

  • 2015 International ICT Innovative Services Awards, Asia Pacific Group, the Second place

  • 2015 International ICT Innovative Services Awards, Application Group, the Second place

  • 2015 Chinese Image Processing and Pattern Recognition Society, IPPR Technology Innovation and Industry Application Award

  • 2014 International Computer Symposium (ICS), Best Poster Award

  • 2013 Chinese Image Processing and Pattern Recognition Society, IPPR Technology Innovation and Industry Application Award

  • 2006 Member of Phi Tau Phi honor society

  • 1999 NSC College Student Research Creativity Award

Reviewer

  • Journal

  • Associate Editor of Journal of Information Science and Engineering

  • IEEE Transactions on Artificial Intelligence

  • IEEE Transactions on Circuits and Systems for Video Technology

  • IEEE Transactions on Image Processing

  • IEEE Transactions on Biomedical Engineering

  • IEEE Transactions on Neural Networks and Learning Systems

  • IEEE Transactions on Artificial Intelligence

  • IEEE Transactions on Very Large Scale Integration Systems

  • IEEE Transactions on Biomedical Circuits and Systems

  • IEEE Transactions on Geoscience and Remote Sensing

  • IEEE Computer Graphics and Applications

  • IEEE Journal of Biomedical and Health Informatics

  • IEEE Multimedia

  • IEEE Signal Processing Letters

  • IEEE Geoscience and Remote Sensing Letters

  • IEEE Transactions on Circuits and Systems II: Express Briefs

  • ACM Transactions on Interactive Intelligent Systems

  • Journal of Information Science and Engineering

  • Pattern Recognition

  • IPSJ Transactions on Computer Vision and Applications

  • Machine Vision and Applications

  • The Journal of Signal Processing Systems

  • IET Image Processing

  • Computers & Graphics

  • Journal of Engineering

  • Journal of Multimedia

  • Journal of Ambient Intelligence and Humanized Computing

  • Journal of Visual Communication and Image Representation

  • BMC Gastroenterology

 

Technical Program Committee

  • 2023 International Conference on Machine Vision Applications, Session Chair

  • 2023 International Symposium on Computer, Consumer and Control, Session Chair

  • 2023 IPPR Conference on Computer Vision, Graphics and Image Processing, Technical Program Committee

  • 2023 IEEE International Conference on Fuzzy Systems, A Sandbox for Teaching and Learning in CI for Pre-University and Undergraduate Students, Committee.

  • 2023 IEEE Congress on Evolutionary Computation, A Sandbox for Teaching and Learning in CI for Pre-University and Undergraduate Students, Committee.

  • 2022 International Conference on Recent Advances in Systems Science and Engineering, PhD Forum and Session Chairs 

  • 2022 IEEE Biomedical Circuits and Systems Conference, Special Session Organizer

  • 2022 International Conference on Biomedical Imaging, Signal Processing, Technical Program Committee

  • 2022 IPPR Conference on Computer Vision, Graphics and Image Processing, Technical Program Committee

  • 2021 International Conference on Biomedical Imaging, Signal Processing, Technical Program Committee

  • 2021 IPPR Conference on Computer Vision, Graphics and Image Processing, Technical Program Committee

  • 2020 International Computer Symposium, Special Session Chair

  • 2020 International Conference on Biomedical Imaging, Signal Processing, Technical Program Committee

  • 2020 IPPR Conference on Computer Vision, Graphics and Image Processing, Technical Program Committee

  • 2019 International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, Session Chair

  • 2019 IPPR Conference on Computer Vision, Graphics and Image Processing, Technical Program Committee and Session Chair

  • 2018 International Conference on Visual Communications and Image Processing, Local Arrangement Chair

  • 2018 IPPR Conference on Computer Vision, Graphics and Image Processing, Technical Program Committee and Session Chair

  • 2017 Computer Graphics Workshop, Technical Program Committee

  • 2017 International Conference on Machine Vision Applications, Session Chair

  • 2016 International Computer Symposium, Technical Program Committee

  • 2016 The Workshop on Mathematical and Computational Methods in Biomedical Imaging and Image Analysis, Technical Program Committee

  • 2016 ACCV Workshop on Driver Drowsiness Detection from Video, Program Committee

  • 2016 IPPR Conference on Computer Vision, Graphics and Image Processing, Technical Program Committee and Session Chair

  • 2016 IIAE International Conference on Industrial Application Engineering, Session Chair

  • 2015 Workshop on Mathematical and Computational Methods in Biomedical Imaging and Image Analysis, Technical Program Committee

  • 2015 International Conference on Connected Vehicles & Expo, Technical Program Committee

  • 2015 International Conference on Image Processing, Technical Program Committee

  • 2015 IPPR Conference on Computer Vision, Graphics and Image Processing, Technical Program Committee and Special Session Chair

  • 2015 Computer Graphics Workshop, Technical Program Committee

  • 2014 International Computer Symposium, Publication Chair

  • 2014 Asian Conference on Computer Vision, Technical Program Committee

  • 2014 IEEE International Conference on Image Processing, Technical Program Committee

  • 2014 Pacific-Rim Conference on Multimedia, Technical Program Committee

  • 2012 IPPR Conference on Computer Vision, Graphics and Image Processing, Technical Committee

  • 2012 International Conference on Connected Vehicles & Expo, Technical Program Committee

  • 2012 Pacific-Rim Conference on Multimedia, Technical Program Committee

  • 2011 National Computer Symposium, Workshop-10 AFU: Artificial Intelligence, Fuzzy Systems and U-learning, Committee

  • 2011 Conference on Technologies and Applications of Artificial Intelligence, Domestic Track Technical Program Committee