Search Results

Swarm Intelligence for Iris Recognition

Download or Read eBook Swarm Intelligence for Iris Recognition PDF written by Zaheera Zainal Abidin and published by CRC Press. This book was released on 2021-11-24 with total page 154 pages. Available in PDF, EPUB and Kindle.
Swarm Intelligence for Iris Recognition
Author :
Publisher : CRC Press
Total Pages : 154
Release :
ISBN-10 : 9781000508215
ISBN-13 : 1000508218
Rating : 4/5 (15 Downloads)

Book Synopsis Swarm Intelligence for Iris Recognition by : Zaheera Zainal Abidin

Book excerpt: 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.


Swarm Intelligence for Iris Recognition Related Books

Swarm Intelligence for Iris Recognition
Language: en
Pages: 154
Authors: Zaheera Zainal Abidin
Categories: Computers
Type: BOOK - Published: 2021-11-24 - Publisher: CRC Press

DOWNLOAD EBOOK

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 Ra
Swarm Intelligence for Iris Recognition
Language: en
Pages: 146
Authors: Zaheera Zainal Abidin
Categories: Computers
Type: BOOK - Published: 2021-11-25 - Publisher: CRC Press

DOWNLOAD EBOOK

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 Ra
Pattern Recognition, Machine Intelligence and Biometrics
Language: en
Pages: 883
Authors: Patrick S. P. Wang
Categories: Computers
Type: BOOK - Published: 2012-02-13 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

"Pattern Recognition, Machine Intelligence and Biometrics" covers the most recent developments in Pattern Recognition and its applications, using artificial int
AI and Deep Learning in Biometric Security
Language: en
Pages: 379
Authors: Gaurav Jaswal
Categories: Computers
Type: BOOK - Published: 2021-03-21 - Publisher: CRC Press

DOWNLOAD EBOOK

This book provides an in-depth overview of artificial intelligence and deep learning approaches with case studies to solve problems associated with biometric se
Handbook of Research on Swarm Intelligence in Engineering
Language: en
Pages: 770
Authors: Bhattacharyya, Siddhartha
Categories: Computers
Type: BOOK - Published: 2015-04-30 - Publisher: IGI Global

DOWNLOAD EBOOK

Swarm Intelligence has recently emerged as a next-generation methodology belonging to the class of evolutionary computing. As a result, scientists have been abl
Scroll to top