Canny Edge Detection

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Video Contents:
00:00 What is Edge and Edge Detection?
01:53 Brightness Image As a 3D Surface
04:31 Convolution
05:20 Convolution As Elementwise Multiplication
05:52 3D Animation Illustrating Convolution Process
06:40 Canny Edge Detection
06:59 Steps for Canny Edge Detection
07:54 Edge Thinning (Non-Maximum Suppression)
09:44 Edge Thinning For Single Pixel - Example 1
10:56 Edge Thinning For Single Pixel - Example 2
11:29 Edge Thinning Result for Input Image
11:57 Hysteresis Thresholding
13:03 Decision Tree for Hysteresis Thresholding
14:23 Animation Showing Canny Edge Detection Input&Output

Edge Detection and its purpose
View single channel grayscale image as a matrix
Visualization of image brightness as a 3D graph revealing
the cluttered surface
Convolution definition and 3D animation
Steps for Canny Edge Detection
Edge Thinning (Non-Maximum Suppression) details
Why is Edge Thinning needed?
Hysteresis Thresholding, definition and implementation details

All images and animations in this video belong to me

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