Heming Sun

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： https://sun.ynu.ac.jp/

Research field (3)： Perceptual information processing , Computer systems , Electronic devices and equipment

Research keywords (5)： Computer Vision , Video Processing , Very Large Scale Integration Circuits , Deep learning , High Performance Computing

Research theme for competitive and other funds (3)：

2023 - 2026 再構成アクセラレータのための近似最適化手法
2021 - 2023 Low-complexity research for next-generation VVC standard and its neural network extension
2019 - 2023 Real-time Low-power Innovative Learning-based Video Compression System

Papers (37)：

Ao Luo, Linxin Song, Keisuke Nonaka, Kyohei Unno, Heming Sun, Masayuki Goto, Jiro Katto. SCP: Spherical-Coordinate-Based Learned Point Cloud Compression. Proceedings of the AAAI Conference on Artificial Intelligence. 2024. 38. 4. 3954-3962
Fangzheng Lin, Kasidis Arunruangsirilert, Heming Sun, Jiro Katto. Recoil: Parallel rANS Decoding with Decoder-Adaptive Scalability. ACM International Conference Proceeding Series. 2023. 31-40
Zhijian Hao, Heming Sun, Guoqing Xiang, Peng Zhang, Xiaoyang Zeng, Yibo Fan. A Reconfigurable Multiple Transform Selection Architecture for VVC. IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 2023
Ao Luo, Heming Sun, Jinming Liu, Fangzheng Lin, Jiro Katto. PTS-LIC: Pruning Threshold Searching for Lightweight Learned Image Compression. 2023 IEEE International Conference on Visual Communications and Image Processing, VCIP 2023. 2023
Ran Wang, Jinming Liu, Heming Sun, Jiro Katto. Learned Lossless Image Compression With Combined Channel-Conditioning Models and Autoregressive Modules. IEEE Access. 2023. 11. 73462-73469

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MISC (3)：

Wen-Hsiao Peng, Heming Sun. Advances in Design and Implementation of End-to-End Learned Image and Video Compression. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), tutorial. 2023
Wen-Hsiao Peng, Heming Sun. Advances in Design and Implementation of End-to-End Learned Image and Video Compression. IEEE ISCAS, tutorial. 2021
Heming Sun. Deep Learning Method for Image Compression. Information Processing Society of Japan. 2021

Lectures and oral presentations (65)：

Learned Image Compression with Mixed Transformer-CNN Architectures
(IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023)
Multistage Spatial Context Models for Learned Image Compression
(IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023)
ABCAS: Adaptive Bound Control of spectral norm as Automatic Stabilizer
(IEEE International Conference on Consumer Electronics (ICCE) 2023)
iPhone 240fps Video Dataset for Various Model Training Tasks
(IEEE International Conference on Consumer Electronics (ICCE) 2023)
Improving Latent Quantization of Learned Image Compression with Gradient Scaling
(IEEE International Conference on Visual Communications and Image Processing 2022)

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Education (4)：

2014 - 2017 Waseda University Graduate School of Information, Production and Systems Doctor of Engineering
2012 - 2014 Shanghai Jiao Tong University Graduate School of Electronics, Information and Electrical Engineering (SEIEE) Master of Engineering
2010 - 2012 Waseda University Graduate School of Information, Production and Systems Master of Engineering
2007 - 2011 Shanghai Jiao Tong University School of Electronics, Information and Electrical Engineering (SEIEE) Bachelor of Engineering

Professional career (1)：

Work history (6)：

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Committee career (5)：

Awards (10)：

2023/03 - The Telecommunications Advancement Foundation Award
2022/06 - The Foundation of ANDO Laboratory Ando Incentive Prize for the Study of Electronics
2021/06 - Picture Coding Symposium Top-10 Paper
2020/12 - IEEE VCIP Best Paper Award
2020/01 - Kenjiro Takayanagi Foundation Young Researcher Award

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Association Membership(s) (2)：

IEEE , IEICE

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