Sun, Heming
- Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules
2020/01/06 by Zhengxue Cheng, Cheng, Zhengxue, Heming Sun +5 · 69 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Video Coding and Compression Technologies #electronic engineering #information engineering
- Learned Image Compression with Mixed Transformer-CNN Architectures
2023/03/27 by Jinming Liu, Heming Sun, Liu, Jinming +3 · 41 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Deep Convolutional AutoEncoder-based Lossy Image Compression
2018/04/25 by Zhengxue Cheng, Cheng, Zhengxue, Heming Sun +5 · 6 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- SCP: Spherical-Coordinate-based Learned Point Cloud Compression
2023/08/24 by Luo, Ao, Song, Linxin, Nonaka, Keisuke +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Multistage Spatial Context Models for Learned Image Compression
2023/02/18 by Fangzheng Lin, Heming Sun, Lin, Fangzheng +5 · 4 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- End-to-end Learned Image Compression with Fixed Point Weight Quantization
2020/07/09 by Sun, Heming, Cheng, Zhengxue, Takeuchi, Masaru +1 · 2 citations
#FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Memory-Efficient Learned Image Compression with Pruned Hyperprior Module
2022/06/21 by Ao Luo, Heming Sun, Luo, Ao +5 · 2 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Image and Signal Denoising Methods
- Semantic Segmentation in Learned Compressed Domain
2022/09/03 by Liu, Jinming, Sun, Heming, Katto, Jiro · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Learning Image and Video Compression through Spatial-Temporal Energy Compaction
2019/06/24 by Zhengxue Cheng, Heming Sun, Cheng, Zhengxue +5 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Video Coding and Compression Technologies #electronic engineering #information engineering
- Learned Lossless Image Compression with a HyperPrior and Discretized Gaussian Mixture Likelihoods
2020/02/05 by Zhengxue Cheng, Heming Sun, Cheng, Zhengxue +5 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- End-to-End Learned Image Compression with Quantized Weights and Activations
2021/11/17 by Sun, Heming, Yu, Lu, Katto, Jiro · 1 citation
#FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Q-LIC: Quantizing Learned Image Compression with Channel Splitting
2022/05/28 by Heming Sun, Sun, Heming, Lu Yu +3 · 1 citation
Computer Science · Engineering · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression
2024/11/20 by Murai, Shimon, Sun, Heming, Katto, Jiro · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Prompt-ICM: A Unified Framework towards Image Coding for Machines with Task-driven Prompts
2023/05/04 by Ruoyu Feng, Jinming Liu, Feng, Ruoyu +9 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques