GENERAL ENQUIRIES: Tel: + 27 12 841 2911 | Email: callcentre@csir.co.za

Show simple item record

dc.contributor.author Msiza, IS
dc.contributor.author Mistry, J
dc.contributor.author Nelwamondo, FV
dc.date.accessioned 2011-09-21T15:14:01Z
dc.date.available 2011-09-21T15:14:01Z
dc.date.issued 2011-07
dc.identifier.citation Msiza, IS, Mistry, J and Nelwamondo, FV. 2011. Towards secondary fingerprint classification. International Conference on Computer Engineering and Applications (ICCEA). Haikou, China, 15-17 July 2011 en_US
dc.identifier.isbn 978-953-307-488-7
dc.identifier.uri http://hdl.handle.net/10204/5152
dc.description International Conference on Computer Engineering and Applications (ICCEA). Haikou, China, 15-17 July 2011 en_US
dc.description.abstract This manuscript proposes a move towards the secondary level of fingerprint classification. This is done in order to further penetrate a fingerprint template database, and further reduce it to smaller partitions for efficient execution of the database search procedure. This is done through taking advantage of the extensibility of a structural fingerprint classifier when used on slapped, as opposed to rolled, fingerprints. The said classifier first orders a fingerprint into one of four primary fingerprint classes and, thereafter, into one of eight secondary fingerprint classes. Evaluated on the CSIR-Wits Fingerprint Database (CWFD), the primary classification module registers an accuracy figure of 80.4%, and the secondary classification module registers an accuracy figure of 76.8%. This small difference between the two figures is indicative of the validity of the proposed secondary classification module. en_US
dc.language.iso en en_US
dc.publisher InTech en_US
dc.relation.ispartofseries Workflow request;7253
dc.subject Fingerprint core en_US
dc.subject Fingerprint delta en_US
dc.subject Primary classification en_US
dc.subject Secondary classification en_US
dc.subject Computer engineering en_US
dc.subject Computer applications en_US
dc.title Towards secondary fingerprint classification en_US
dc.type Presentation en_US


Files in this item

This item appears in the following Collection(s)

Show simple item record

Search ResearchSpace


Advanced Search

Browse

My Account