Evaluation of image resolution and super-resolution on face recognition performance
Fookes, Clinton B., Lin, Frank C., Chandran, Vinod, & Sridharan, Sridha (2012) Evaluation of image resolution and super-resolution on face recognition performance. Journal of Visual Communication and Image Representation, 23(1), pp. 75-93.
While researchers strive to improve automatic face recognition performance, the relationship between image resolution and face recognition performance has not received much attention. This relationship is examined systematically and a framework is developed such that results from super-resolution techniques can be compared. Three super-resolution techniques are compared with the Eigenface and Elastic Bunch Graph Matching face recognition engines. Parameter ranges over which these techniques provide better recognition performance than interpolated images is determined.
Impact and interest:
Citation counts are sourced monthly from and citation databases.
Citations counts from theindexing service can be viewed at the linked Google Scholar™ search.
|Item Type:||Journal Article|
|Divisions:||Current > Schools > School of Electrical Engineering & Computer Science
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Copyright Owner:||Copyright 2012 Elsevier|
|Deposited On:||17 Jul 2012 23:52|
|Last Modified:||20 Jul 2012 04:21|
Repository Staff Only: item control page