Image Processing

Repository created to gather some of the algorithms written for the "Image Processing" course at the ICMC - University of São Paulo in 2019.

First Assignment

In this assignment an image generator was implemented using different mathematical functions.

Second Assignment

For this assignment, different filters were implemented to be applied to images for their enhancement (using only numpy and ImageIO).

• Limiarization
• 1D filtering
• 2D filtering with limiarization
• 2D median filter

Third Assignment

In this assignment, the following techniques were implemented for image restoration using only scipy and numpy:

• Adaptive Denoising
• Constrained Least Squares Filtering (deblurring)

Fourth Assignment

For this assignment, a K-means algorithm was implemented for color image segmentation using only numpy, random and ImageIO.

Reference

Code repository for the courses SCC0251 / SCC5830 - Image Processing at University of Sao Paulo.