This paper describes the segmentation and normalization process for automatic biometric iris recognition system, implemented and validated in MATLAB®. For this work we use the images database digitized in grayscale CASIA v. 2.0, where coding and processing through segmentation algorithms was implemented using Gabor filters and Hough Transform, finally an alternative segmentation algorithm was designed and implemented by the authors, which its performance was evaluated with satisfactory results.