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Project 2: Fun with Filters and Frequencies

1.1: Finite Difference Operator

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Use finite difference filters Dx = [-1 1] and Dy = [-1 1]T to compute Gm = √(Gx² + Gy²), where Gx is the partial derivative of the original image with respect to x (and Gy is with respect to y).

Convolve cameraman.png with Dx and Dy to get Gx and Gy. From there, use the gradient magnitude formula to generate Gm. Binarized (threshold = 0.25) to create the final photo.

Original Image G_x