The test code for my TIP paper "Image Compressed Sensing using Convolutional Neural Network" will be released here. Please look forward to it.
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The training codes, the training data, and some pre-trained models are given. Please feel free to contact me if you have any questions. My email is wzhshi@hit.edu.cn
To run the code, you should copy the file "bcs_init_rec_dag.m" in the folder "myLayers" into the folder "+dagnn" of your Matconvnet.
If the code is useful to you, please cite our papers:
@Article{shi2019image,
title={Image compressed sensing using convolutional neural network},
author={Shi, Wuzhen and Jiang, Feng and Liu, shaohui and Zhao, Debin},
journal={IEEE Transactions on Image Processing},
volume = {29},
pages = {375--388},
year={2020}
}
@inproceedings{shi2017deep,
title={Deep networks for compressed image sensing},
author={Shi, Wuzhen and Jiang, Feng and Zhang, Shengping and Zhao, Debin},
booktitle={Multimedia and Expo (ICME), 2017 IEEE International Conference on},
pages={877--882},
year={2017},
organization={IEEE}
}