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image for course Edge, Circle, and Line Detection

Edge, Circle, and Line Detection

Learn to detect edges, lines, and circles in images. Explore techniques for edge detection in grayscale and binary images, detecting linear structures, and identifying circles of varying radii.

Course modules

Introduction

Familiarize yourself with the course.

Lessons:
  • Course Overview
  • Learning Outcomes

Detect Edges

Detect edges in grayscale and binary images.

Lessons:
  • How Are Edges Detected?
  • Find Edges in Images
  • Detect Edges of Varying Contrast
  • Detect Edges with the Canny Method
  • Segment Images for Edge Detection
  • Detect Edges in Binary Images

Detect Circles

Detect circles of varying radii in images.

Lessons:
  • Introduction
  • Detect Circles with Different Radii

Detect Lines

Detect lines with the Hough Transform.

Lessons:
  • Introduction
  • What Is the Hough Transform?
  • The Hough Transform Workflow
  • Tune the Selection of Hough Peaks
  • Work with the Output of houghlines

Conclusion

Learn next steps, and give feedback on the course.

Lessons:
  • Summary
  • Additional Resources
  • Survey

Format:Self-paced

Language:English

Language

  • Hands-on exercises with automated feedback
  • Access to MATLAB through your web browser
  • Shareable progress report and course certificate

Work with Image Data Types

Learn how to identify, convert, and manipulate different types of image data.

Manage and Process Multiple Images

Learn how to manage and process collections of image files.

Computer Vision Onramp

Learn the basics of computer vision to design an object detector and tracker.

Image Processing Onramp

Learn the basics of practical image processing techniques in MATLAB.

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