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What you see there are feature point object detection applications existing of

  • A feature detector : looking for interesting points in the image
  • A feature descriptor : creating a unique point for that image
  • A feature matcher, trying to find identical features in two feature sets and couple them

Look at this link, which describes feature point functionality in OpenCV:

And try to go through the following tutorials: