Iris Recognition: A Machine Learning Approach

0 avg rating
( 0 ratings by Goodreads )
 
9783639082593: Iris Recognition: A Machine Learning Approach
View all copies of this ISBN edition:
 
 

The increasing demand for enhanced security in the daily life has directed the improvement of the reliable and intelligent personal identification system based on biometrics. Iris recognition has been regarded as one of the most reliable biometrics technologies in recent years. In this book, an iris recognition scheme is presented as a biometrically based technology for person identification using Multi-Class Support Vector Machines (SVM). The Multi- Objectives Genetic Algorithms (MOGA) is used to select the most significant features in order to increase the matching accuracy. The traditional SVM is modified into an asymmetrical SVM to treat the cases of False Accept and False Reject differently and also to control the unbalanced data of a specific class with respect to the other classes. In order to improve the generalization performance of SVM, the optimal values of SVM parameters are selected. The experimental results indicate that the proposed iris recognition scheme can be applied to a wide range of security-related application areas with an encouraging recognition rate.

"synopsis" may belong to another edition of this title.

About the Author:

Kaushik Roy received B.Sc. and M.Sc. in Computer Science from Rajshahi University, Bangladesh and Concordia University, Canada respectively. He is currently pursuing his PhD at Concordia University, Canada. His research interests include Pattern Recognition, Biometrics, Image Processing and Computer Vision. He has over 30 publications.

"About this title" may belong to another edition of this title.

Buy New View Book
List Price: US$ 74.00
US$ 52.61

Convert Currency

Shipping: US$ 5.08
From United Kingdom to U.S.A.

Destination, Rates & Speeds

Add to Basket

Top Search Results from the AbeBooks Marketplace

1.

Kaushik, Roy
Published by VDM Verlag (2016)
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Paperback Quantity Available: 1
Print on Demand
Seller:
Ria Christie Collections
(Uxbridge, United Kingdom)
Rating
[?]

Book Description VDM Verlag, 2016. Paperback. Condition: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Seller Inventory # ria9783639082593_lsuk

More information about this seller | Contact this seller

Buy New
US$ 52.61
Convert Currency

Add to Basket

Shipping: US$ 5.08
From United Kingdom to U.S.A.
Destination, Rates & Speeds

2.

Roy, Kaushik / Bhattachary, Prabir
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Quantity Available: 1
Seller:
Rating
[?]

Book Description Condition: New. Publisher/Verlag: VDM Verlag Dr. Müller | A Machine Learning Approach | The increasing demand for enhanced security in the daily life has directed the improvement of the reliable and intelligent personal identification system based on biometrics. Iris recognition has been regarded as one of the most reliable biometrics technologies in recent years. In this book, an iris recognition scheme is presented as a biometrically based technology for person identification using Multi-Class Support Vector Machines (SVM). The Multi-Objectives Genetic Algorithms (MOGA) is used to select the most significant features in order to increase the matching accuracy. The traditional SVM is modified into an asymmetrical SVM to treat the cases of False Accept and False Reject differently and also to control the unbalanced data of a specific class with respect to the other classes. In order to improve the generalization performance of SVM, the optimal values of SVM parameters are selected. The experimental results indicate that the proposed iris recognition scheme can be applied to a wide range of security-related application areas with an encouraging recognition rate. | Format: Paperback | Language/Sprache: english | 224 gr | 220x150x8 mm | 156 pp. Seller Inventory # K9783639082593

More information about this seller | Contact this seller

Buy New
US$ 64.39
Convert Currency

Add to Basket

Shipping: US$ 3.46
From Germany to U.S.A.
Destination, Rates & Speeds

3.

Roy, Kaushik
Published by VDM Verlag (2008)
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Quantity Available: > 20
Print on Demand
Seller:
Pbshop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description VDM Verlag, 2008. PAP. Condition: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9783639082593

More information about this seller | Contact this seller

Buy New
US$ 69.13
Convert Currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, Rates & Speeds

4.

Roy Kaushik
Published by VDM Verlag (2008)
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Quantity Available: > 20
Print on Demand
Seller:
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description VDM Verlag, 2008. PAP. Condition: New. New Book. Delivered from our UK warehouse in 3 to 5 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # LQ-9783639082593

More information about this seller | Contact this seller

Buy New
US$ 66.03
Convert Currency

Add to Basket

Shipping: US$ 11.86
From United Kingdom to U.S.A.
Destination, Rates & Speeds

5.

Kaushik Roy; Prabir Bhattacharya
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Quantity Available: 5
Seller:
ReadWhiz
(Portland, OR, U.S.A.)
Rating
[?]

Book Description Condition: New. Seller Inventory # ria9783639082593_ing

More information about this seller | Contact this seller

Buy New
US$ 85.03
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

6.

Roy Kaushik, Prabir Bhattacharya
Published by VDM Verlag, Germany (2008)
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Paperback Quantity Available: 10
Print on Demand
Seller:
The Book Depository EURO
(London, United Kingdom)
Rating
[?]

Book Description VDM Verlag, Germany, 2008. Paperback. Condition: New. Language: English . Brand New Book ***** Print on Demand *****.The increasing demand for enhanced security in the daily life has directed the improvement of the reliable and intelligent personal identification system based on biometrics. Iris recognition has been regarded as one of the most reliable biometrics technologies in recent years. In this book, an iris recognition scheme is presented as a biometrically based technology for person identification using Multi-Class Support Vector Machines (SVM). The Multi- Objectives Genetic Algorithms (MOGA) is used to select the most significant features in order to increase the matching accuracy. The traditional SVM is modified into an asymmetrical SVM to treat the cases of False Accept and False Reject differently and also to control the unbalanced data of a specific class with respect to the other classes. In order to improve the generalization performance of SVM, the optimal values of SVM parameters are selected. The experimental results indicate that the proposed iris recognition scheme can be applied to a wide range of security-related application areas with an encouraging recognition rate. Seller Inventory # AAV9783639082593

More information about this seller | Contact this seller

Buy New
US$ 84.96
Convert Currency

Add to Basket

Shipping: US$ 3.95
From United Kingdom to U.S.A.
Destination, Rates & Speeds

7.

Kaushik Roy
Published by VDM Verlag Nov 2008 (2008)
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Taschenbuch Quantity Available: 1
Seller:
BuchWeltWeit Inh. Ludwig Meier e.K.
(Bergisch Gladbach, Germany)
Rating
[?]

Book Description VDM Verlag Nov 2008, 2008. Taschenbuch. Condition: Neu. Neuware - The increasing demand for enhanced security in the 156 pp. Deutsch. Seller Inventory # 9783639082593

More information about this seller | Contact this seller

Buy New
US$ 70.36
Convert Currency

Add to Basket

Shipping: US$ 19.83
From Germany to U.S.A.
Destination, Rates & Speeds

8.

Kaushik Roy
Published by VDM Verlag Nov 2008 (2008)
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Taschenbuch Quantity Available: 1
Seller:
Rheinberg-Buch
(Bergisch Gladbach, Germany)
Rating
[?]

Book Description VDM Verlag Nov 2008, 2008. Taschenbuch. Condition: Neu. Neuware - The increasing demand for enhanced security in the 156 pp. Deutsch. Seller Inventory # 9783639082593

More information about this seller | Contact this seller

Buy New
US$ 70.36
Convert Currency

Add to Basket

Shipping: US$ 19.97
From Germany to U.S.A.
Destination, Rates & Speeds

9.

Kaushik Roy, Prabir Bhattacharya
Published by VDM Verlag Dr. M?ller (2008)
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Paperback Quantity Available: 1
Seller:
Ergodebooks
(RICHMOND, TX, U.S.A.)
Rating
[?]

Book Description VDM Verlag Dr. M?ller, 2008. Paperback. Condition: New. Seller Inventory # DADAX3639082591

More information about this seller | Contact this seller

Buy New
US$ 93.50
Convert Currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, Rates & Speeds

10.

Kaushik Roy
Published by VDM Verlag
ISBN 10: 3639082591 ISBN 13: 9783639082593
New Paperback Quantity Available: > 20
Seller:
BuySomeBooks
(Las Vegas, NV, U.S.A.)
Rating
[?]

Book Description VDM Verlag. Paperback. Condition: New. 156 pages. Dimensions: 8.5in. x 5.9in. x 0.6in.The increasing demand for enhanced security in the daily life has directed the improvement of the reliable and intelligent personal identification system based on biometrics. Iris recognition has been regarded as one of the most reliable biometrics technologies in recent years. In this book, an iris recognition scheme is presented as a biometrically based technology for person identification using Multi-Class Support Vector Machines (SVM). The Multi- Objectives Genetic Algorithms (MOGA) is used to select the most significant features in order to increase the matching accuracy. The traditional SVM is modified into an asymmetrical SVM to treat the cases of False Accept and False Reject differently and also to control the unbalanced data of a specific class with respect to the other classes. In order to improve the generalization performance of SVM, the optimal values of SVM parameters are selected. The experimental results indicate that the proposed iris recognition scheme can be applied to a wide range of security-related application areas with an encouraging recognition rate. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Seller Inventory # 9783639082593

More information about this seller | Contact this seller

Buy New
US$ 102.39
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

There are more copies of this book

View all search results for this book