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Affiliation |
Faculty of Engineering, Division of Intelligent Systems Engineering |
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Job Title |
Associate Professor |
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Research Fields, Keywords |
Video processing , Deep learning, Very large scale integration circuits , High performance computing, Computer vision |
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Mail Address |
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Web Site |
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Related SDGs |
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SUN Heming
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ORCID
The Best Research Achievement in Research Career 【 display / non-display 】
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【Published Thesis】 Q-LIC: Quantizing Learned Image Compression with Channel Splitting(IEEE Transactions on Circuits and Systems for Video Technology) 2022.12
【Presentation(International conference)】 F-LIC: FPGA-based Learned Image Compression with a Fine-grained Pipeline (IEEE Asian Solid-State Circuits Conference) 2022.11
【Presentation(International conference)】 Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules (2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPR)) 2020.06
The Best Research Achievement in the last 5 years 【 display / non-display 】
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【Presentation(International conference)】 Learned Image Compression with Mixed Transformer-CNN Architectures(IEEE Conference on Computer Vision and Pattern Recognition (CVPR)) 2023.06
【Published Thesis】 Q-LIC: Quantizing Learned Image Compression with Channel Splitting(IEEE Transactions on Circuits and Systems for Video Technology) 2022.12
【Presentation(International conference)】 F-LIC: FPGA-based Learned Image Compression with a Fine-grained Pipeline (IEEE Asian Solid-State Circuits Conference) 2022.11
【Published Thesis】 Enhanced Intra Prediction for Video Coding by Using Multiple Neural Networks(IEEE Transactions on Multimedia) 2020.11
【Presentation(International conference)】 Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules (2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPR)) 2020.06
Education 【 display / non-display 】
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2014.4-2017.3
Waseda University Doctor Course Completed
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2012.9-2014.3
Shanghai Jiao Tong University Master Course Completed
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2010.9-2012.9
Waseda University Master Course Completed
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2007.9-2011.7
Shanghai Jiao Tong University Master Course Completed
Degree 【 display / non-display 】
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Doctor of Engineering - Waseda University
Campus Career 【 display / non-display 】
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2023.4
Duty Yokohama National UniversityFaculty of Engineering Division of Intelligent Systems Engineering Associate Professor
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2023.4
Concurrently Yokohama National UniversityCollege of Engineering Science Department of Mathematics, Physics, Electrical Engineering and Computer Science Associate Professor
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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 】
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2019.10-2023.3
Japan Science and Technology Agency Researcher
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2018.9-2023.3
Waseda Unibersity Assistant Professor
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2017.4-2018.9
NEC Corporation Researcher
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2016.7-2016.9
The University of Tokyo Researcher
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2015.8-2015.9
University of California, Davis Researcher
Academic Society Affiliations 【 display / non-display 】
Research Areas 【 display / non-display 】
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Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Electron device and electronic equipment
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Informatics / Computer system
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Informatics / Perceptual information processing
Papers 【 display / non-display 】
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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]
Language：English Publishing type：Research paper (scientific journal) Single Work
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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]
Language：English Publishing type：Research paper (scientific journal) Single Work
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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
Zhijian Hao; Heming Sun; Guohao Xu; Jiaming Liu; Xiankui Xiong; Xuanpeng Zhu; Xiaoyang Zeng; Yibo Fan Hide authors
IEEE TRANSACTIONS ON BROADCASTING 1 - 15 2024.3 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Single Work
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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]
Language：English Publishing type：Research paper (scientific journal) Joint Work
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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]
Language：English Publishing type：Research paper (scientific journal) Joint Work
Review Papers 【 display / non-display 】
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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
Language：English Publishing type：Lecture material (seminar, tutorial, course, lecture, etc.) Joint Work
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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
Language：English Publishing type：Lecture material (seminar, tutorial, course, lecture, etc.) Publisher：IEEE Joint Work
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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
Language：English Publishing type：Lecture material (seminar, tutorial, course, lecture, etc.) Single Work
Awards 【 display / non-display 】
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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
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The Telecommunications Advancement Foundation Award
2023.3 The Telecommunications Advancement Foundation
Individual or group name of awards：Sun Heming
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Ando Incentive Prize for the Study of Electronics
2022.6 The Foundation of ANDO Laboratory
Individual or group name of awards：Sun Heming
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Picture Coding Symposium Top-10 Paper
2021.6 IEEE
Individual or group name of awards：Sun Heming
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IEEE VCIP Best Paper Award
2020.12 IEEE
Individual or group name of awards：Sun Heming
Presentations 【 display / non-display 】
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Learned Image Compression with Mixed Transformer-CNN Architectures
Jinming Liu, Heming Sun, Jiro Katto
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) IEEE
Event date： 2023.6
Language：English Presentation type：Oral presentation (general)
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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
Event date： 2023.6
Language：English Presentation type：Oral presentation (general)
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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
Event date： 2023.1
Language：English Presentation type：Oral presentation (general)
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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
Event date： 2023.1
Language：English Presentation type：Oral presentation (general)
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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
Event date： 2022.12
Language：English Presentation type：Oral presentation (general)
Charge of on-campus class subject 【 display / non-display 】
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2024 Advanced information system Ⅱ-F
Graduate school of Engineering Science
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2024 Advanced information system Ⅱ-S
Graduate school of Engineering Science
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2024 Advanced information system I-F
Graduate school of Engineering Science
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2024 Advanced information system I-S
Graduate school of Engineering Science
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2024 Colloquium in Electrical and Computer Engineering II
Graduate school of Engineering Science
Charge of off-campus class subject 【 display / non-display 】
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Fundamentals of Programming
Institution：早稲田大学
Committee Memberships 【 display / non-display 】
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Picture Coding Symposium Special Session Chair
2022.12
Committee type：Academic society
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IEEE ISCAS Session Chair
2022.5
Committee type：Academic society
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IEEE VCIP Area Chair
2021.12
Committee type：Academic society
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IEEE ISCAS Session Chair
2021.5
Committee type：Academic society
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Picture Coding Symposium Special Session Chair
2019.11
Committee type：Academic society
Academic Activities 【 display / non-display 】
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IEEE Transactions on Pattern Analysis and Machine Intelligence
Role(s)： Peer review
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International Conference on Computer Vision (ICCV)
Role(s)： Peer review
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IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)
Role(s)： Peer review
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IEEE Transactions on Circuits and Systems II: Express Briefs
Role(s)： Peer review
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IEEE Transactions on Circuits and Systems I: Regular Papers
Role(s)： Peer review