孫鶴鳴

Heming Sun

所属機関・部署：
職名：准教授
ホームページURL (1件)： https://sun.ynu.ac.jp/

研究分野 (3件)：知覚情報処理 , 計算機システム , 電子デバイス、電子機器

研究キーワード (5件)：コンピュータビジョン , 動画像処理 , 大規模集積回路 , 深層学習 , 高性能計算

競争的資金等の研究課題 (3件)：

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 リアルタイム低電力深層学習適用による革新的な動画像圧縮システム

論文 (37件)：

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

MISC (3件)：

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. 情報処理学会短期集中セミナー(SC 29). 2021

講演・口頭発表等 (65件)：

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)

学歴 (4件)：

学位 (1件)：

経歴 (6件)：

全件表示

委員歴 (5件)：

受賞 (10件)：

全件表示

所属学会 (2件)：

IEEE , 電子情報通信学会

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孫 鶴鳴