Iris Recognition using GUI - Nagireddy, Bhanu
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This book explains the Iris recognition system developed by John Daugman and attempts to implement the algorithm in Matlab, with a few modifications. Firstly, image pre-processing is performed by extracting the iris portion of the eye image. Secondly, extracted iris part was then normalized, and Iris Code is constructed using 1D Gabor filters. Finally two IrisCodes were compared to find the Hamming Distance, which is a fractional measure of the dissimilarity. Experimental image results show that unique codes can be generated for every eye image. KEYWORDS: Iris Recognition, Iris Segmentation,…mehr

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Produktbeschreibung
This book explains the Iris recognition system developed by John Daugman and attempts to implement the algorithm in Matlab, with a few modifications. Firstly, image pre-processing is performed by extracting the iris portion of the eye image. Secondly, extracted iris part was then normalized, and Iris Code is constructed using 1D Gabor filters. Finally two IrisCodes were compared to find the Hamming Distance, which is a fractional measure of the dissimilarity. Experimental image results show that unique codes can be generated for every eye image. KEYWORDS: Iris Recognition, Iris Segmentation, Iris Normalization, Gabor filter, Hamming distance, Image pre-processing, GUI.
Autorenporträt
Nagireddy Bhanu received her Btech degree in electrical and electronics engineering from Avanthi Sri Gnaneswari Research and Technology Academy for women, Visakhapatnam, Andhra Pradesh, India, in 2012, and her MTech degree in electrical engineering from the National Institute of Technology, Hamirpur, Himachal Pradesh, India, in 2014.