Integration of wavelet packet decomposition and random secret in iris verification
This paper presents a novel method of integrating the user-specific secret pseudo-random number and iris feature extracted from Wavelet Packet Transform as a feature vector for iris verification. The proposed method helps to improve the traditional iris verification system which depends solely on ir...
| Main Authors: | , , |
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| Format: | Article |
| Published: |
2005
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/2336/ |
| _version_ | 1848790029106675712 |
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| author | Chin, , CS Ling,, DNC Jin, , ATB |
| author_facet | Chin, , CS Ling,, DNC Jin, , ATB |
| author_sort | Chin, , CS |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | This paper presents a novel method of integrating the user-specific secret pseudo-random number and iris feature extracted from Wavelet Packet Transform as a feature vector for iris verification. The proposed method helps to improve the traditional iris verification system which depends solely on iris feature. The security risks such as iris fabrication can be avoided through the token replacement. Experimental results show that the proposed method has an encouraging performance. The optimum result is obtained for mean scheme Wavelet Packet Transform with secret pseudo-random number using 2 levels of decomposition, in which an excellent verification rate is produced. |
| first_indexed | 2025-11-14T18:06:07Z |
| format | Article |
| id | mmu-2336 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:06:07Z |
| publishDate | 2005 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-23362011-08-23T07:35:14Z http://shdl.mmu.edu.my/2336/ Integration of wavelet packet decomposition and random secret in iris verification Chin, , CS Ling,, DNC Jin, , ATB TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television This paper presents a novel method of integrating the user-specific secret pseudo-random number and iris feature extracted from Wavelet Packet Transform as a feature vector for iris verification. The proposed method helps to improve the traditional iris verification system which depends solely on iris feature. The security risks such as iris fabrication can be avoided through the token replacement. Experimental results show that the proposed method has an encouraging performance. The optimum result is obtained for mean scheme Wavelet Packet Transform with secret pseudo-random number using 2 levels of decomposition, in which an excellent verification rate is produced. 2005 Article NonPeerReviewed Chin, , CS and Ling,, DNC and Jin, , ATB (2005) Integration of wavelet packet decomposition and random secret in iris verification. 2005 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS, VOLS 1 AND 2, PROCEEDINGS: VOL 1: COMMUNICATION THEORY AND SYSTEMS - VOL 2: SIGNAL PROCESSING, COMPUTATIONAL INTELLIGENCE, CIRCUITS AND SYSTEMS B. pp. 869-873. |
| spellingShingle | TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television Chin, , CS Ling,, DNC Jin, , ATB Integration of wavelet packet decomposition and random secret in iris verification |
| title | Integration of wavelet packet decomposition and random secret in iris verification |
| title_full | Integration of wavelet packet decomposition and random secret in iris verification |
| title_fullStr | Integration of wavelet packet decomposition and random secret in iris verification |
| title_full_unstemmed | Integration of wavelet packet decomposition and random secret in iris verification |
| title_short | Integration of wavelet packet decomposition and random secret in iris verification |
| title_sort | integration of wavelet packet decomposition and random secret in iris verification |
| topic | TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television |
| url | http://shdl.mmu.edu.my/2336/ |