Introduction

We will be detecting edges in the following image using Sobel Operator.

Sobel Operator

By using the kernel convolution we will get the edges in both X-direction and Y-directions by using their respective kernels.

Results

Edges detected in X-direction:


Edges detected in Y-direction:


Magnitude of edges in both X-direction and Y-direction:

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