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IrisSeg

Python code for iris segmentation from near infra-red eye images using geodesic active contours and GrabCut [1]. The morphological GAC function is from [2]. The code works well but is slow. Matlab code for eyelash removal is also included.

References

  1. S. Banerjee and D. Mery. Iris Segmentation using Geodesic Active Contours and GrabCut. In Workshop on 2D & 3D Geometric Properties from Incomplete Data at PSIVT (PSIVT Workshops), 2015.
  2. P. Márquez-Neila, L. Baumela and L. Álvarez. A Morphological Approach to Curvature-based Evolution of Curves and Surfaces. In IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2013.

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Iris segmentation using GAC & GrabCut.

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  • Python 96.7%
  • MATLAB 3.3%