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Fundamental-Image-Processing

This repository contains the assignments of the image processing course I took and the answers given by me to these assignments. Please take this into consideration that I am not an expert in this field, I am just a person studying in this field. According to the feedback given to me, there are no critical mistakes in my answers to the assignments, so I dare to share. I wish everyone success in their work.

When I was working on these assignments there were only few tutorial or explanatory resources to study. So I tried to be as explanatory as possible. I hope we were able to repay the debt of knowledge successfully.

Here the given take home exams by the course CENG466-Fundamentals Of Image Processing that I took in Middle East Technical University.

K-means K-Optimized Image Segmentation

Take Home Exam 1

https://github.com/solanoctua/Fundamental-Image-Processing/blob/main/THE1/the1_report.pdf

1.) Histogram Processing

2.) Spatial Domain Image Filtering

-Convolution

-Edge Detection

-Noise Reduction

Take Home Exam 2-

https://github.com/solanoctua/Fundamental-Image-Processing/blob/main/THE2/the2_report.pdf

1.) Frequency Domain Image Filtering

-Edge Detection

-Noise Reduction

2.) JPEG Image compression

Take Home Exam 3-

https://github.com/solanoctua/Fundamental-Image-Processing/blob/main/THE3/the3_report.pdf

1.) Counting Objects Using Only Mathematical Morphology

2.) Mean Shift and N-Cut Segmentations to Separate Water, Land and Sky In The Given Images