1 code implementation • 19 Jun 2018 • Wenxue Cui, Feng Jiang, Xinwei Gao, Wen Tao, Debin Zhao
In this paper, a Deep neural network based Sparse Measurement Matrix (DSMM) is learned by the proposed convolutional network to reduce the sampling computational complexity and improve the CS reconstruction performance.
5 code implementations • 2 Aug 2017 • Feng Jiang, Wen Tao, Shaohui Liu, Jie Ren, Xun Guo, Debin Zhao
The second CNN, named reconstruction convolutional neural network (RecCNN), is used to reconstruct the decoded image with high-quality in the decoding end.