# SuperResolution_video_GPU

**Repository Path**: XuHao9166/SuperResolution_video_GPU

## Basic Information

- **Project Name**: SuperResolution_video_GPU
- **Description**: SuperResolution\SR\GPU\Traditional image processing
- **Primary Language**: C++
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2018-10-29
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# SuperResolution_video_GPU


本项目展示的是：在GPU环境下基于传统的光流算法完成的视频超分辨率重构

依赖环境： opencv3.4.0 版本以上 + cuda8.0 + cudnn 5.1

采用基于稠密光流的4种算法模式 ： farneback, tvl1, brox, pyrlk

运行的结果如下： 

如果帮助到您，麻烦您给颗星星，谢谢您了。

This project : video super-resolution  based on traditional optical flow algorithm in GPU environment.

Dependent environment: opencv3.4.0 or later + cuda8.0 + cudnn 5.1

Four algorithmic modes based on dense optical flow: farneback, tvl1, brox, pyrlk

The results of the operation are as follows:

If help you something , please give me a star, thank you.

pyrlk：

![pyrlk](https://github.com/XuHao9166/SuperResolution_video_GPU/blob/master/pyrlk.bmp)

farneback:

![farneback](https://github.com/XuHao9166/SuperResolution_video_GPU/blob/master/farneback.bmp)

tvl1:

![tvl1](https://github.com/XuHao9166/SuperResolution_video_GPU/blob/master/tvl1.bmp)

brox:

![brox](https://github.com/XuHao9166/SuperResolution_video_GPU/blob/master/brox.bmp)