# SR

**Repository Path**: CHH12/sr

## Basic Information

- **Project Name**: SR
- **Description**: Software B
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-04-02
- **Last Updated**: 2021-08-12

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

#      自评测的图像超分处理系统

#### 介绍


本项目系HITSZ-2021春《软件设计与开发实践B》课程项目

小组成员：陈颢、张英东、叶茂盛、蒋深远


#### 软件架构


mainWindow.py为本系统主文件，包含主要的控制逻辑；

UI.py为本系统基于PyQt5的可视化界面代码，由UI.ui经过pyuic自动生成。

./codes下为超分辨率处理的代码

#### 项目主要依赖
Python == 3.7.0（其他版本未测试）
pytorch >= 1.5.0（其他版本未测试）


#### 使用说明

1.  在Pycharm中打开本项目，配置解释器
2.  在mainWindow.py文件下点击运行即可


#### 系统截图

![初始界面](https://images.gitee.com/uploads/images/2021/0515/011606_65285773_8065980.jpeg "1.jpg")
![超分输出](https://images.gitee.com/uploads/images/2021/0515/011625_d671feb3_8065980.jpeg "2.jpg")
![超分评测](https://images.gitee.com/uploads/images/2021/0515/011637_c2176864_8065980.jpeg "3.jpg")

#### 参考文献

[1]  Kong X ,  Zhao H , Y Qiao, et al. ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic[J].  2021.

[2]  Umer R M ,  Micheloni C . Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution[J].  2020.

[3] Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution[C]// 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, 2020.

[4]  Chao D ,  Chen C L ,  Tang X . Accelerating the Super-Resolution Convolutional Neural Network[J]. Springer, Cham, 2016.

[5]  Zhang Y ,  Li K ,  Li K , et al. Image Super-Resolution Using Very Deep Residual Channel Attention Networks[C]// 2018.

[6]  Chen H ,  He X ,  Qing L , et al. Real-World Single Image Super-Resolution: A Brief Review[J].  2021.

[7]  Dong C ,  Loy C C ,  He K , et al. Image Super-Resolution Using Deep Convolutional Networks[J]. IEEE Trans Pattern Anal Mach Intell, 2016, 38(2):295-307.

#### 参考链接

https://github.com/ChaofWang/Awesome-Super-Resolution