Course

Image Segmentation, Filtering, and Region Analysis

MathWorks

In the "Image Segmentation, Filtering, and Region Analysis" course, you will advance your image processing skills by mastering segmentation, spatial filtering, and region analysis. This comprehensive course is designed to enable you to tackle common image processing challenges and enhance your understanding of image segmentation techniques.

What You'll Learn:

  • Use segmentation to detect and analyze regions of interest in images & video
  • Apply spatial filters and morphological operators to improve segmentation & remove noise
  • Segment & analyze 3D images, such as MRI images of a brain
  • Use interactive tools to quickly test a variety of segmentation approaches & automatically generate code for reuse

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Image Segmentation, Filtering, and Region Analysis
Course Modules

The "Image Segmentation, Filtering, and Region Analysis" course covers spatial filtering, edge detection, improving segmentation, advanced segmentation approaches, and calculating region properties. By completing this course, you will develop the skills to segment and analyze regions in images.

Spatial Filtering and Edge Detection

This module introduces spatial filtering and edge detection techniques, providing a foundational understanding to improve image segmentation and remove noise. You will gain insight into common image filters and explore the application of edge detection in image processing.

Improving Segmentation

Explore methods to enhance image segmentation using morphology and the Image Segmenter App. This module equips you with the knowledge to improve segmentation and obtain better results in image analysis.

Advanced Segmentation Approaches

Delve into advanced segmentation approaches, including combining multiple masks, using clustering, and segmenting images with code. By mastering these techniques, you will gain the expertise to efficiently segment images in diverse scenarios.

Calculating Region Properties

Learn how to calculate and utilize region properties, analyze 3D images, and apply your skills to practical projects. This module will enable you to comprehensively analyze regions of interest and develop proficiency in region property calculation.

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