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北京交通大学研究生课程:2020春季机器视觉算法实践项目

项目一:感知增强系统

设计感知增强系统,功能要求如下:

a) 输入为静态图像,输出为增强后的图像。软件实现不良视觉条件下的视频增 强算法,在课程网站提供的 3 个图像数据集上(分别是雾天,特殊光照,不 均匀光照条件下的降质图像,也可以在自己采集的数据集上实验)进行测试。

b) 通过外设(摄像头)实时采集视频,实时增强,同时显示采集原始视频和增强视频。

开发平台和开发工具:

  1. 硬件平台:PC 或嵌入嵌入式系统;USB 接口的 Camera,其驱动程序为 OS 缺 省支持。

  2. OS:Windows 10

  3. 开发工具:QT5.12.8+OpenCV3.4.6

图像增强界面效果:

1589943908487

1589944080491

1589944118083

视频增强:

1589946798575

Note: 图像路径不能是中文路径。

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