DWT, Complex Wavelet Transform and THFB for Iris Recognition

ISBN-13: 9786202531467 / Angielski / Miękka / 2020 / 76 str.

Santosh Randive; Rahul Parbat; Kiran Napte

Opis

Iris Recognition System is a process of recognizing an individual by analyzing the random pattern of iris and comparing with database. A comparative analysis is performed with wavelet transform such as Discrete Wavelet Transform (DWT), Rotated Complex Wavelet Filter (RCWF) and Triplet Half-Band Filter Bank (THFB) for iris recognition. These approaches are tested on various databases. The process starts from pre-processing. In pre-processing stage the image is enhanced, segmented and normalized. Now smoothed image is taken into consideration for feature extraction using above mentioned wavelet transforms. Finally a post-classifier is applied to resultant image for reducing false rejection rate.

O autorze

Randive, Santosh
Mr. Santosh Randive is working as Assistant Professor at Pimpri Cinchwad College of Engineering & Research, Ravet and has 09 Years of teaching experience.