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Haichuan Ma
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End-to-end optimized versatile image compression with wavelet-like transform
H Ma, D Liu, N Yan, H Li, F Wu
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (3), 1247-1263, 2020
1482020
iWave: CNN-based wavelet-like transform for image compression
H Ma, D Liu, R Xiong, F Wu
IEEE Transactions on Multimedia 22 (7), 1667-1679, 2019
722019
CNN-based DCT-like transform for image compression
D Liu, H Ma, Z Xiong, F Wu
MultiMedia Modeling: 24th International Conference, MMM 2018, Bangkok …, 2018
492018
A CNN-based image compression scheme compatible with JPEG-2000
H Ma, D Liu, R Xiong, F Wu
2019 IEEE International Conference on Image Processing (ICIP), 704-708, 2019
152019
aiWave: Volumetric image compression with 3-D trained affine wavelet-like transform
D Xue, H Ma, L Li, D Liu, Z Xiong
IEEE Transactions on Medical Imaging 42 (3), 606-618, 2022
142022
Rectified wasserstein generative adversarial networks for perceptual image restoration
H Ma, D Liu, F Wu
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 3648-3663, 2022
122022
Recycling discriminator: Towards opinion-unaware image quality assessment using Wasserstein GAN
Y Zhu, H Ma, J Peng, D Liu, Z Xiong
Proceedings of the 29th ACM International Conference on Multimedia, 116-125, 2021
112021
Wavelet-based learned scalable video coding
C Dong, H Ma, D Liu, JW Woods
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 3190-3194, 2022
62022
iWave3D: End-to-end brain image compression with trainable 3-D wavelet transform
D Xue, H Ma, L Li, D Liu, Z Xiong
2021 International Conference on Visual Communications and Image Processing …, 2021
62021
Improving compression artifact reduction via end-to-end learning of side information
H Ma, D Liu, F Wu
2020 IEEE International Conference on Visual Communications and Image …, 2020
62020
Image encoding/decoding method and apparatus based on wavelet transform
F Wu, MA Haichuan, D Liu, H Yang
US Patent App. 17/576,575, 2022
52022
DBVC: An End-to-End 3-D Deep Biomedical Video Coding Framework
D Xue, H Ma, L Li, D Liu, Z Xiong, H Li
IEEE Transactions on Circuits and Systems for Video Technology, 2023
22023
Compression artifact removal with ensemble learning of neural networks
Y Hu, H Ma, D Liu, J Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
22020
Wavelet-Like Transform-Based Technology in Response to the Call for Proposals on Neural Network-Based Image Coding
C Dong, H Ma, H Zhang, C Gao, L Li, D Liu
arXiv preprint arXiv:2403.05937, 2024
12024
End-to-End Image Compression with Probabilistic Decoding
H Ma, D Liu, C Dong, L Li, F Wu
arXiv preprint arXiv:2109.14837, 2021
12021
端到端优化的图像压缩技术进展
刘东, 王叶斐, 林建平, 马海川, 杨闰宇
计算机科学 48 (3), 1-8, 2021
12021
Temporal Wavelet Transform-Based Low-Complexity Perceptual Quality Enhancement of Compressed Video
C Dong, H Ma, Z Li, L Li, D Liu
IEEE Transactions on Circuits and Systems for Video Technology, 2023
2023
视频处理与压缩技术
贾川民, 马海川, 杨文瀚, 任文琦, 潘金山, 刘东, 刘家瑛, 马思伟
中国图象图形学报, 2021
2021
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