GeoRouv/image-enhancement

🚀 Multiple processing techniques to analyze and enhance images

image-enhancement

Multiple processing techniques to analyze and enhance images

Notes

• Notebook developed in Jupyter
• The whole code lies in ImageProecessing.ipynb

Tasks

1. • Explain the impact of the following transformation function on a grayscale image, in terms of intensity values and brightness.
     
     
     
     
     
   • Verify by applying the transformation on an image of choice (including input/output images)
     
     
     
     
     
2. Propose a method for enhancing the image “nature_dark_forest.jpg” in terms of the perceived light and color
   
   
   
   
   
3. Propose a method for improving the image “pollen-500x430px-96dpi.jpg” in terms the perceived brightness
   
   
   
   
   
4. • Try to guess the processing steps adopted. (Note the dynamic range and brightness of the enhanced image, and the noise introduced.)
     
     
     
     
     
   • Propose a pipeline of processes with the aim of approximating “image_1” starting from “image_2”