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cvision-algorithms

Collection of Computer Vision algorithms implemented in Matlab.

Algorithms:

  • seam carving ("Seam carving for content-aware image processing" by S. Avidan & A. Shamir, 2007) Algorithm and code are described in details http://kirilllykov.github.io/blog/2013/06/06/seam-carving-algorithm/
  • bilateral filter ("Bilateral filtering for gray and color images" by C. Tomasi & R. Manduchi, 1998)
  • fast bilateral filter ("A fast approximation of the bilateral filter using a signal processing approach" by S. Paris & F. Durand, 2006)
  • retinex ("Retinex by two bilateral filters" by M. Elad, 2005)
  • shape from shading algorithm by Horn and Ikeuchi ("The Variational Approach to Shape from Shading" by B. Horn and M. Brooks, 1985)
  • optical flow algorithm by Horn-Shunck for an array of input images ("Determining optical flow" by Horn and Schunck, 1980)
  • generator of random surface and closed curve, auxiliary code