/computer-vision-projects

Primary LanguagePython

Projects in Computer Vision

Create hybrid images

  • Image filtering functions based on a simplified version of 2006 paper by Oliva, Torralba, and Schyns.
  • Created hybrid images with two self-portraits of the Dutch painter Rembrandt van Rijn.

Feature detection, description, and matching

  • Compare images with differences in position, orientation, and illumination.
  • Detection: Harris corner detection
  • Description: Simple descriptor based on pixel intensity, MOPS feature descriptor
  • Matching: SSD (Sum of squared differences), ratio test

Autostitch - Panoramas

  • Implement a system to combine a series of horizontally overlapping photographs into a single panoramic image.