Wednesday, August 3, 2016

Optical flow

Optical flow is the pattern of apparent motion of image objects between two consecutive frames caused by the movemement of object or camera. It is 2D vector field where each vector is a displacement vector showing the movement of points from first frame to second.


Optical flow has many applications in areas like :

  • Structure from Motion
  • Video Compression
  • Video Stabilization 

Optical flow works on several assumptions:
  1. The pixel intensities of an object do not change between consecutive frames.
  2. Neighbouring pixels have similar motion.

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