Image Processing Toolbox

This repository contains three Python scripts for performing different image processing tasks using OpenCV and NumPy. The scripts are as follows:

1. Moment Calculation

   • File: orderMoment.py
   • Description: Computes various moments of an input grayscale image, including the (1,1) and (2,2) order moments, as well as the moment of inertia.
   • Functions:
     • load_image(image_path): Load the image in grayscale.
     • compute_moment_11(image): Compute the (1,1) order moment.
     • compute_moment_22(image, moment_11): Compute the (2,2) order moment.
     • compute_moment_inertia(image): Compute the moments of inertia.
     • main(): Load an image, compute moments, and display results.

2. Edge Detection Using Convolution

   • File: conv_edge.py
   • Description: Detects edges in an input image using convolution with first and second order edge detection kernels.
   • Functions:
     • load_image(image_path): Load the image.
     • extract_edges(image): Extract first and second order edges using convolution.
     • main(): Load an image, extract edges, and display the result.

3. Edge Detection Using Sobel and Prewitt Operators

   • File: sobel_prewitt.py
   • Description: Detects edges in an input image using Sobel and Prewitt edge detection operators.
   • Functions:
     • load_image(image_path): Load the image.
     • extract_edges(image): Extract Sobel and Prewitt edges using convolution.
     • main(): Load an image, extract edges, and display the result.