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DIP ToolBox

Platform Win|macOS Python 3.7

图像处理小工具

ui

运行与使用说明

本界面使用PyQt5编写,相关代码可以在项目文件中查看,其中保留了.ui文件 ,有需要可以自取更改。

本程序实现了以下经典的数字图像处理功能:

  • 图像打开、保存、粘贴
  • 空间域处理
    1. 点运算
    2. 平滑
    3. 锐化
  • 频域处理:同态滤波
  • 添加噪声:高斯、椒盐、均匀噪声
  • 几何变换
    1. 常规
    2. 哈哈镜效果
  • 图像矫正:透视变换(鼠标手动定位)
  • 区域定位
    1. 条形码区域识别
    2. 二维码区域识别
    3. 车牌区域识别
  • 图像分割
    1. KMeans图像分割
    2. 车道线检测
  • 图像特征提取
    1. 几何形状特征
    2. 图像匹配

使用方法

项目文件结构:

DIP_ToolBox
├─ DIP_ToolBox.exe
├─ background
│    └─ background.png
├─ icon
│    ├─ favicon.ico
│    ├─ logo1.png
│    └─ logo2.png
├─ input
│    └─ zhantie.png
└─ output
       ├─ binarization.png
       └─ graying.png

本工具为傻瓜式操作,但是需要知道相应文件夹的作用,否则会出现无法使用的情况。

文件夹 作用
ico 储存执行程序的图标
background 储存执行程序的背景
input 储存粘贴图像(没有就会报错)
output 处理后的输出图像

注意事项

这是早期的课设作品,由于本人水平有限,测试时在大部分场景应该是没问题的,但肯定也有其他问题。由于精力有限,无法继续更新,仅供大家参考。最后祝大家使用愉快

Copyright © 2023 by gcnanmu.

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