ELEC 5230/6230 Parallel Processing Fall 2019 – you are to parallelize the image processing task…

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ELEC 5230/6230 Parallel Processing Fall 2019

Term Project: due at 9:00 a.m. on 12/06/19

In this project, you are to parallelize the image processing task of reducing the noise level and detecting

edges in a noisy image.

Noise Reduction and Edge Detection

The noisy image is first processed by a weighted smoothing filter in order to reduce the noise level without

feature edges preserved. Then, an edge detector (Sobel operators) is applied to the filtered image. Both

steps can be implemented as 2-D convolution in the spatial domain.

The space-invariant 2-D convolution can be expressed as

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