/S-Net

S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction

Primary LanguagePython

S-Net

S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction

Citing Information

Bolun Zheng, Rui Sun, Xiang Tian, Yaowu Chen, "S-Net: a scalable convolutional neural network for JPEG compression artifact reduction," J. Electron. Imaging 27(4), 043037 (2018), doi: 10.1117/1.JEI.27.4.043037.

Network Architecture

Error

Results

LIVE1 Result

QF L1 L2 L8
40 34.41/0.9402 34.48/0.9410 34.61/0.9422
20 32.05/0.9034 32.13/0.9046 32.26/0.9067
10 29.67/0.8415 29.75/0.8435 29.87/0.8467

BSDS500 Result

QF L1 L2 L8
40 34.27/0.9394 34.33/0.9401 34.45/0.9413
20 31.97/0.9017 32.04/0.9028 32.15/0.9047
10 29.64/0.8391 29.71/0.8410 29.82/0.8440

WIN143 Result

QF L1 L2 L8
20 34.38/0.9220 34.47/0.9232 34.61/0.9250

Error Error