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iris-detection-python

IRIS recognition biometric system using iris images as a dataset.

The datasets have been mentioned in the python notebook. We perform the basic steps of an IRIS Recognition System,

  1. Image Acquisition
  2. Image Segmentation (Hough Circles)
  3. Normalization and Feature Extraction (Daugman's Rubber Sheet Model, Gabor Filters)
  4. Matching (Hamming Distance)

Please refer the python code to get an idea. Please lookup the keywords mentioned to get more information.

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IRIS detection biometric system using iris images as a dataset.

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