Introduction to Image Processing using Matlab培训

课程编码

ipmat1

课程时长

28 小时 通常来说是4天,包括中间休息。

要求

Basic knowledge of computer programming and images.

课程概览

这个为期四天的课程使用Matlab提供图像处理基础。您将练习如何更改和增强图像,甚至从图像中提取图案。您还将学习如何构建2D滤镜并将其应用于图像。

示例和练习演示了在整个分析过程中使用适当的Matlab和图像处理工具箱功能。

Machine Translated

课程大纲

Day 1:

  • Loading images
  • Dealing with RGB components of the image
  • Saving the new images
  • Gray scale images
  • Binary images
  • Masks

Day 2:

  • Analyzing images interactively
  • Removing noise
  • Aligning images and creating a panoramic scene
  • Detecting lines and circles in an image

Day 3:

  • Image histogram
  • Creating and applying 2D filters
  • Segmenting object edges
  • Segmenting objects based on their color and texture

Day 4

  • Performing batch analysis over sets of images
  • Segmenting objects based on their shape using morphological operations
  • Measuring shape properties

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