基于深度卷积神经网络图像去噪算法

IMG_H = 40
IMG_W = 40
IMG_C = 1
DEPTH = 17
BATCH_SIZE = 32
EPOCHS = 50
SIGMA = 25
EPSILON = 1e-10

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-master
     文件        2950  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterDnCNN.py
     目录           0  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGES
     文件        9243  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGESdenoised1.jpg
     文件        6945  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGESdenoised2.jpg
     文件        9026  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGESdenoised3.jpg
     文件       11065  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGESdenoised4.jpg
     文件       11102  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGESdenoised5.jpg
     文件        9139  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGESdenoised6.jpg
     文件       10044  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGESdenoised7.jpg
     文件       39256  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGESmethod.jpg
     文件       20627  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGES
oised1.jpg
     文件       17248  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGES
oised2.jpg
     文件       18682  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGES
oised3.jpg
     文件       20420  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGES
oised4.jpg
     文件       19110  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGES
oised5.jpg
     文件       20174  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGES
oised6.jpg
     文件       21734  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterIMAGES
oised7.jpg
     文件        1067  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterLICENSE
     文件        3367  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterREADME.md
     目录           0  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet
     文件       38267  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet1.png
     文件       34985  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet2.png
     文件       40181  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet3.png
     文件       42947  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet4.png
     文件       40728  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet5.png
     文件       40985  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet6.png
     文件       39804  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet7.png
     文件      151065  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet8.png
     文件      185727  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet9.png
     文件      177762  2019-03-02 02:14  DnCNN-Denoise-Gaussian-noise-TensorFlow-masterTestingSet10.png
............此处省略20个文件信息