Marvin Framework for Image and Video Processing培训

课程编码

marvin

课程时长

14 小时 通常来说是2天,包括中间休息。

要求

  • Basic understanding of image and video processing.
  • Java programming experience.

Audience

  • Software developers wishing to utilize a rich, plug-in based open-source framework to create image and video processing applications

课程概览

Marvin是一个用Java开发的可扩展,跨平台,开源的图像和视频处理框架。开发人员可以使用Marvin来处理图像,从图像中提取特征以进行分类任务,通过算法生成图形,处理视频文件数据集以及设置单元测试自动化。

Marvin的一些视频应用包括滤波,增强现实,物体跟踪和运动检测。

在这个以讲师为主导的实践课程中,学员将学习图像和视频分析的原理,并利用Marvin框架及其图像处理算法构建自己的应用程序。

课程格式

  • 首先介绍了图像分析,视频分析和Marvin框架的基本原理。为学生提供基于项目的任务,使他们能够练习所学的概念。在课程结束时,参与者将使用Marvin框架和库开发自己的应用程序。

Machine Translated

课程大纲

Introduction to Marvin

Downloading and Installing Marvin

Setting up an Eclipse Development Environment

The Three Layers of the Marvin Architecture

  • Framework
  • Plug-ins
  • Applications

Components and Libraries

Image Processing in Marvin

Video Processing in Marvin

Multi-Threading in Marvin

Unit Testing in Marvin

Working with MarvinEditor

Creating an Application with Marvin

Working with Plug-ins

Testing the Application

Video Applications

  • Video filtering
  • Image subtraction and combination
  • Tracking
  • Face features detection
  • Real time tracking of multiple blobs
  • Partial shape matching
  • Skin-colored pixels detection

Using Marvin Framework for Test Automation

Extending the Framework

Contributing to the Project

Summary and Conclusion

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