Swarm Intelligence for Iris Recognition


Swarm Intelligence for Iris Recognition
Authors: Zaheera Zainal Abidin
Year: 2021
Publisher: CRC Press
Language: English
ISBN 13: 9780367627478
ISBN 10: 367627477
Categories: Computers, Computer Science
Pages: 320 / 319
Edition: 1

Availability: 5000 in stock

SKU: 9780367627478 Categories: ,

Swarm Intelligence for Iris Recognition Zaheera Zainal Abidin
Iris recognition is one of the highest accuracy techniques used in biometric systems. The accuracy of the iris recognition system is measured by False Reject Rate (FRR), which measures the authenticity of a user who is incorrectly rejected by the system due to changes in iris features (such as aging and health condition) and external factors that affect iris image, for instance, high noise rate. External factors such as technical fault, occlusion, and source of lighting that causes the image acquisition to produce distorted iris images create error, hence are incorrectly rejected by the biometric system. FRR can be reduced using wavelets and Gabor filters, cascaded classifiers, ordinal measures, multiple biometric modalities, and a selection of unique iris features. Nonetheless, in the long duration of the matching process, existing methods were unable to identify the authenticity of the user since the iris structure itself produces a template changed due to aging. In fact, the iris consists of unique features such as crypts, furrows, collarette, pigment blotches, freckles, and pupils that are distinguishable among humans. Earlier research was done by selecting unique iris features. However, these had low accuracy levels. A new way of identifying and matching the iris template using the nature-inspired algorithm is described in this book. It provides an overview of iris recognition that is based on nature-inspired environment technology. The book is useful for students from universities, polytechnics, community colleges; practitioners; and industry practitioners. Categories:
Computers – Computer Science
CRC Press
136 / 146
ISBN 10:
ISBN 13:
45 MB


There are no reviews yet.

Only logged in customers who have purchased this product may leave a review.

Shopping Cart
Swarm Intelligence for Iris Recognition

Availability: 5000 in stock