SUN Heming

Affiliation

Faculty of Engineering, Division of Intelligent Systems Engineering

Job Title

Associate Professor

Research Fields, Keywords

Video processing , Deep learning, Very large scale integration circuits , High performance computing, Computer vision

Mail Address

E-mail address

Web Site

https://sun.ynu.ac.jp/index.html

Related SDGs




ORCID  https://orcid.org/0000-0001-5583-4895

Education 【 display / non-display

  • 2014.4
    -
    2017.3

    Waseda University   Doctor Course   Completed

  • 2012.9
    -
    2014.3

    Shanghai Jiao Tong University   Master Course   Completed

  • 2010.9
    -
    2012.9

    Waseda University   Master Course   Completed

  • 2007.9
    -
    2011.7

    Shanghai Jiao Tong University   Master Course   Completed

Degree 【 display / non-display

  • Doctor of Engineering - Waseda University

Campus Career 【 display / non-display

  • 2023.4
     
     

    Duty   Yokohama National UniversityFaculty of Engineering   Division of Intelligent Systems Engineering   Associate Professor  

  • 2023.4
     
     

    Concurrently   Yokohama National UniversityCollege of Engineering Science   Department of Mathematics, Physics, Electrical Engineering and Computer Science   Associate Professor  

  • 2023.4
     
     

    Concurrently   Yokohama National UniversityGraduate school of Engineering Science   Department of Mathematics, Physics, Electrical Engineering and Computer Science   Associate Professor  

External Career 【 display / non-display

  • 2019.10
    -
    2023.3

    Japan Science and Technology Agency   Researcher  

  • 2018.9
    -
    2023.3

    Waseda Unibersity   Assistant Professor  

  • 2017.4
    -
    2018.9

    NEC Corporation   Researcher  

  • 2016.7
    -
    2016.9

    The University of Tokyo   Researcher  

  • 2015.8
    -
    2015.9

    University of California, Davis   Researcher  

Academic Society Affiliations 【 display / non-display

Research Areas 【 display / non-display

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Electron device and electronic equipment

  • Informatics / Computer system

  • Informatics / Perceptual information processing

 

Papers 【 display / non-display

  • A Reconfigurable Multiple Transform Selection Architecture for VVC

    Hao Zhijian, Sun Heming, Xiang Guoqing, Zhang Peng, Zeng Xiaoyang, Fan Yibo

    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS   2023.2  [Reviewed]

    DOI Web of Science

     More details

    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Joint Work  

  • Q-LIC: Quantizing Learned Image Compression with Channel Splitting

    Heming Sun, Lu Yu, J. Katto

    IEEE Transactions on Circuits and Systems for Video Technology   1   2022.12  [Reviewed]

    DOI

     More details

    Authorship:Lead author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:IEEE   Joint Work  

    Other Link: https://ieeexplore.ieee.org/document/9997555

  • Deep image compression based on multi-scale deformable convolution

    Li Daowen, Li Yingming, Sun Heming, Yu Lu

    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION   87   2022.8  [Reviewed]

    DOI Web of Science

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    Language:English   Publishing type:Research paper (scientific journal)   Joint Work  

  • An Efficient Low-Complexity Convolutional Neural Network Filter

    Liu Chao, Sun Heming, Katto Jiro, Zeng Xiaoyang, Fan Yibo

    IEEE MULTIMEDIA   29 ( 2 )   83 - 93   2022.7  [Reviewed]

    DOI Web of Science

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    Language:English   Publishing type:Research paper (scientific journal)   Joint Work  

  • QA-Filter: A QP-Adaptive Convolutional Neural Network Filter for Video Coding

    Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan

    IEEE Transactions on Image Processing   31   3032 - 3045   2022.4  [Reviewed]

    DOI Web of Science Scopus PubMed

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:IEEE   Joint Work  

    Other Link: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85127816221&origin=inward

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Review Papers 【 display / non-display

  • Advances in Design and Implementation of End-to-End Learned Image and Video Compression

    Wen-Hsiao Peng, Heming Sun

    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tutorial   2023.1

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    Language:English   Publishing type:Lecture material (seminar, tutorial, course, lecture, etc.)   Joint Work  

  • Advances in Design and Implementation of End-to-End Learned Image and Video Compression

    Wen-Hsiao Peng, Heming Sun

    IEEE International Symposium on Circuits and Systems (ISCAS), Tutorial   2021.5

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    Language:English   Publishing type:Lecture material (seminar, tutorial, course, lecture, etc.)   Publisher:IEEE   Joint Work  

  • Deep Learning Method for Image Compression

    Heming Sun

    情報処理学会 短期集中セミナー(SC 29)   2021.2

     More details

    Language:English   Publishing type:Lecture material (seminar, tutorial, course, lecture, etc.)   Single Work  

Awards 【 display / non-display

  • The Telecommunications Advancement Foundation Award

    2023.3   The Telecommunications Advancement Foundation  

    Individual or group name of awards:Sun Heming

  • Ando Incentive Prize for the Study of Electronics

    2022.6   The Foundation of ANDO Laboratory  

    Individual or group name of awards:Sun Heming

  • Picture Coding Symposium Top-10 Paper

    2021.6   IEEE  

    Individual or group name of awards:Sun Heming

  • IEEE VCIP Best Paper Award

    2020.12   IEEE  

    Individual or group name of awards:Sun Heming

  • Young Researcher Award

    2020.1   Kenjiro Takayanagi Foundation  

    Individual or group name of awards:Sun Heming

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Presentations 【 display / non-display

  • Learned Image Compression with Mixed Transformer-CNN Architectures

    Jinming Liu, Heming Sun, Jiro Katto

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR)  IEEE

     More details

    Event date: 2023.6

    Language:English   Presentation type:Oral presentation (general)  

  • Multistage Spatial Context Models for Learned Image Compression

    Fangzheng Lin, Heming Sun, Jinming Liu, Jiro Katto

    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)  IEEE

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    Event date: 2023.6

    Language:English   Presentation type:Oral presentation (general)  

  • ABCAS: Adaptive Bound Control of spectral norm as Automatic Stabilizer

    Shota Hirose, Shiori Maki, Naoki Wada, Jiro Katto, Heming Sun

    IEEE International Conference on Consumer Electronics (ICCE)  IEEE

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    Event date: 2023.1

    Language:English   Presentation type:Oral presentation (general)  

  • iPhone 240fps Video Dataset for Various Model Training Tasks

    Joi Shimizu, Shion Komatsu, Satsuki Kobayashi, Heming Sun, Jiro Katto

    IEEE International Conference on Consumer Electronics (ICCE)   IEEE

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    Event date: 2023.1

    Language:English   Presentation type:Oral presentation (general)  

  • Improving Latent Quantization of Learned Image Compression with Gradient Scaling

    Heming Sun, Lu Yu, Jiro Katto

    IEEE International Conference on Visual Communications and Image Processing  IEEE

     More details

    Event date: 2022.12

    Language:English   Presentation type:Oral presentation (general)  

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Charge of on-campus class subject 【 display / non-display

  • 2023   Programming Practice for Electrical and Computer Engineering

    College of Engineering Science

Charge of off-campus class subject 【 display / non-display

  • Fundamentals of Programming

    Institution:早稲田大学

  • ニューラルネットワークの理論と応用

    Institution:法政大学

 

Committee Memberships 【 display / non-display

  • Picture Coding Symposium Special Session Chair

    2022.12 

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    Committee type:Academic society 

  • IEEE ISCAS Session Chair

    2022.5 

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    Committee type:Academic society 

  • IEEE VCIP Area Chair

    2021.12 

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    Committee type:Academic society 

  • IEEE ISCAS Session Chair

    2021.5 

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    Committee type:Academic society 

  • Picture Coding Symposium Special Session Chair

    2019.11 

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    Committee type:Academic society 

Academic Activities 【 display / non-display

  • IEEE Transactions on Pattern Analysis and Machine Intelligence

    Role(s): Peer review

  • International Conference on Computer Vision (ICCV)

    Role(s): Peer review

  • IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)

    Role(s): Peer review

  • IEEE Transactions on Circuits and Systems II: Express Briefs

    Role(s): Peer review

  • IEEE Transactions on Circuits and Systems I: Regular Papers

    Role(s): Peer review

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