Chun-Rong Huang 黃春融

  • Affiliation :

Academy of Innovative Semiconductor and Sustainable Manufacturing and Cross College Elite Program, National Cheng Kung University, Tainan 701, Taiwan,

  • Email :

crhuang@gs.ncku.edu.tw / crhuang@cs.nchu.edu.tw

Educations

Experiences

Research Interests

  • Computer Vision

  • Machine Learning

  • Medical Image Processing

  • Multimedia Signal Processing

  • Pattern Recognition

  • Computer Graphics

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

  • 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

  • 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