[C#]使用OpenCvSharp实现二维码图像增强超分辨率

【官方框架地址】

github.com/shimat/opencvsharp
【算法介绍】

借助于opencv自带sr.prototxt和sr.caffemodel实现对二维码图像增强
【效果展示】

【实现部分代码】

using System;
using System.Collections.Generic;
using System.ComponentModel;
using System.Data;
using System.Drawing;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.Windows.Forms;
using FIRC;
using OpenCvSharp;namespace FIRC
{public partial class Form1 : Form{Mat src = new Mat();QRManager qm = new QRManager();public Form1(){InitializeComponent();}private void button1_Click(object sender, EventArgs e){OpenFileDialog openFileDialog = new OpenFileDialog();openFileDialog.Filter = "图文件(*.*)|*.jpg;*.png;*.jpeg;*.bmp";openFileDialog.RestoreDirectory = true;openFileDialog.Multiselect = false;if (openFileDialog.ShowDialog() == DialogResult.OK){src = Cv2.ImRead(openFileDialog.FileName);pictureBox1.Image = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(src);}}private void button2_Click(object sender, EventArgs e){if(pictureBox1.Image==null){return;}var resultMat = qm.Inference(src);pictureBox2.Image= OpenCvSharp.Extensions.BitmapConverter.ToBitmap(resultMat); //Mat转Bitmap}private void Form1_Load(object sender, EventArgs e){}}
}

【源码下载】

https://download.csdn.net/download/FL1623863129/88705091
【测试环境】

vs2019 netframework4.7.2和opencvsharp4.8.0