Image Segmentation, Filtering, and Region Analysis

This course is part of multiple programs. Learn more

Instructors: Amanda Wang +5 more

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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
  • Skills you'll gain

  •   Image Analysis
  •   Computer Vision
  •   Spatial Analysis
  •   Matlab
  •   Data Import/Export
  •   Medical Imaging
  • There are 4 modules in this course

    By the end of this course, you’ll be able to separate and analyze regions in your own images. You’ll apply your skills to segment an MRI image of a brain to separate different tissues. You will use MATLAB throughout this course. MATLAB is the go-to choice for millions of people working in engineering and science, and provides the capabilities you need to accomplish your image processing tasks. You will be provided with free access to MATLAB for the duration of the course to complete your work. To be successful in this course you should have a background in basic math and some exposure to MATLAB. If you want to familiarize yourself with MATLAB check out the free, two-hour MATLAB Onramp. Experience with image processing is not required.

    Improving Segmentation

    Advanced Segmentation Approaches

    Calculating Region Properties

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