This repository contains the code and paper for an academic project focused on denoising dental X-ray images. The project provided an opportunity to explore practical aspects of the Signal Processing field, particularly in Image Processing. A comparison was made between two denoising techniques: BM3D and Convolutional Autoencoders.
For more detailed information about the project, please refer to our paper: TSS_Project_Paper.pdf.
You can find in this repository :
- Notebook: TSS_notebook_last.ipynb
- Requirements: requirements.txt
- Paper: TSS_Project_Paper.pdf
The data used in this project was obtained from Kaggle.
This project was a collaborative effort between myself and my classmate, Rayhan Ben Youssef.