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AI/Computer Vision Materials

5.0 Defining Boundaries

by 쵸빙 2020. 8. 5.

Today, we will learn about how to define boundaries.

 

 

 

Object Boundaries

What are the object boundaries?

 

 

Human annotated boundaries

This picture would be Human annotated boundaries.

 

 

 

Edge Detection

By using Edge Detection technique, we can get this kind of edge.

 

 

Multi-scale edge detection

By using multi-scale edge detection, we can get this picture.

 

Edge strength does not necessarily correspond to our perception of boundaries.

 

 

 

These are pictures we can feel more gap between human annotated boundaries and edge detection.

original image
Human annotated boundaries
Edge Detection

 

Defining boundaries are hard for us too.

 

 

 

Applications

This edge detection technique is being applied to many areas.

 

 

 

In next class, we will learn about line parameterizations.

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