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

  • Survey on Visual Signal Coding and Processing With Generative Models: Technologies, Standards, and Optimization

    Zhibo Chen, Heming Sun, Li Zhang, Fan Zhang

    IEEE Journal on Emerging and Selected Topics in Circuits and Systems   14 ( 2 )   149 - 171   2024.5  [Reviewed]

    DOI

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

  • FPGA Codec System of Learned Image Compression With Algorithm-Architecture Co-Optimization

    Heming Sun, Qingyang Yik, Masahiro Fujita

    IEEE Journal on Emerging and Selected Topics in Circuits and Systems   14 ( 2 )   334 - 347   2024.4  [Reviewed]

    DOI

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

  • Fast Transform Kernel Selection Based on Frequency Matching and Probability Model for AV1

    Zhijian Hao; Heming Sun; Guohao Xu; Jiaming Liu; Xiankui Xiong; Xuanpeng Zhu; Xiaoyang Zeng; Yibo F … Show more authors

    IEEE TRANSACTIONS ON BROADCASTING   1 - 15   2024.3  [Reviewed]

    DOI

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

  • Area-Efficient Processing Elements-Based Adaptive Loop Filter Architecture With Optimized Memory for VVC

    Hao, ZJ; Sun, HM; Li, SR; Zeng, XY; Fan, YB

    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS   70 ( 11 )   4231 - 4235   2023.11  [Reviewed]

    DOI Web of Science

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

  • A novel fast intra algorithm for VVC based on histogram of oriented gradient

    Gou, AR; Sun, HM; Liu, C; Zeng, XY; Fan, YB

    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION   95   2023.9  [Reviewed]

    DOI Web of Science

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

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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

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

Awards 【 display / non-display

  • 2023年度山下記念研究賞

    2024.3   一般社団法人情報処理学会   FPGA Implementation of Learned Image Compression

    Individual or group name of awards:孫 鶴鳴

  • 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

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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

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    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

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    Event date: 2022.12

    Language:English   Presentation type:Oral presentation (general)  

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

  • 2024   Advanced information system Ⅱ-F

    Graduate school of Engineering Science

  • 2024   Advanced information system Ⅱ-S

    Graduate school of Engineering Science

  • 2024   Advanced information system I-F

    Graduate school of Engineering Science

  • 2024   Advanced information system I-S

    Graduate school of Engineering Science

  • 2024   Colloquium in Electrical and Computer Engineering II

    Graduate school of Engineering Science

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

  • Fundamentals of Programming

    Institution:早稲田大学

 

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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