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In this project I implemented 2D convolution function using MATLAB and applied it on some images using different kernels.

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Spatial-Filtering-2DConvolution

In this project I implemented 2D convolution function using MATLAB and applied it on some images using different kernels.
This project is the final project of my Signals & Systems course at Shahid Beheshti University (Fall 2021) instructed by Dr. Armin Salimi-Badr

Result

below is the output of applying filters on the original image which is also displayed using subplot.

stride: 2 sharpening and sobels

stride: 1 gaussian 5x5

stride: 3 averaging filter

streide: 2 horizontal & vertical edge


smaller stride means smaller step in sliding operation, hence, output pixels will be closer and we will have better quality in the output

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In this project I implemented 2D convolution function using MATLAB and applied it on some images using different kernels.

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