Henry Peteet

Project 1: Image Filtering and Hybrid Images

The goal of this project was to implement image filtering, and then use that image filtering to implement the creation of hybrid images. For more information you can see the project spec.

Image Filtering

In order to implement image filtering we:

1. Pad the image with zeros.
2. Apply the filter to all possible neighborhoods.

Below you can see the algorithm that was used (padding logic extracted).

tmp = padded_im(image, filter);
[im_rows, im_cols, colors] = size(image);
[frows, fcols] = size(filter);
final = zeros(im_rows, im_cols, colors);
for c = 1:colors
    for row = 1:im_rows
        for col = 1:im_cols
            final(row,col,c) = sum(sum(filter .* tmp(row:row+frows-1, col:col+fcols-1, c)));
        end
    end
end
output = final;