Computer Vision and Image Processing | Ariel University

packages used:

• numpy
• numpy.matlib
• matplotlib.pyplot
• cv2
• PIL

First exercise:

  1. Reading an image into a given representation
  2. Displaying an image
  3. Transforming an RGB image to YIQ color space
  4. Histogram equalization
  5. Optimal image quantization
  

Second exercise:

  1. Convolution
  2. Image derivatives & blurring
  3. Edge detection
  4. Hough Circles
  

Third exercise:

  1. Image Pyramids
  2. Pyramid Blending
  

Fourth exercise:

  1. Stereo Matching (SSD & Normalized Correlation)
  2. Homography (DLT)