ayushabrol13/Denoising-and-Deblurring

EEL2010 Signals and Systems Project - Denoising and Deblurring

PythonMIT

Signals and Systems EEL2010 Deblurring and Denoising

Steps to run the code:

Install Python 3.9.5 or above.
```
sudo apt-get install python3
```
Install the dependencies.
```
pip install -r requirements.txt
```
For x1[n], First Denoising and then Deblurring.
```
python3 x1\[n\].py
```
For x2[n], First Deblurring and then Denoising.
```
python3 x2\[n\].py
```
For comparison between x1[n] and x2[n].
```
python3 comparison.py
```
For viewing the plot of DTFT of y[n]
```
python3 DTFT_of_y\[n\].py
```
For viewing the plot of DTFT of h[n]
```
python3 DTFT_of_h\[n\].py
```

Results

x1[n] is the signal, first denoised and then deblurred.
x2[n] is the signal, first deblurred and then denoised.
Comparison between x1[n] and x2[n].
DTFT of y[n]
DTFT of h[n]

Contributors

Abhishek Rajora