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A Multi-scale Optimization Learning Framework for Diffeomorphic Deformable Registration

Apr 30, 2020
Risheng Liu, Zi Li, Yuxi Zhang, Chenying Zhao, Hao Huang, Zhongxuan Luo, Xin Fan


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Converged Deep Framework Assembling Principled Modules for CS-MRI

Oct 29, 2019
Risheng Liu, Yuxi Zhang, Shichao Cheng, Zhongxuan Luo, Xin Fan


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Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation

Jul 17, 2019
Risheng Liu, Long Ma, Yuxi Zhang, Xin Fan, Zhongxuan Luo

* Submitted to IEEE Transactions on Neural Networks and Learning Systems (TNNLS). Project page: http://dutmedia.org/HPNDP/ 

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A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI

Nov 13, 2018
Risheng Liu, Yuxi Zhang, Shichao Cheng, Xin Fan, Zhongxuan Luo


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