Template Selection by Editing Algorithms: a Case Study in Face Recognition
Title | Template Selection by Editing Algorithms: a Case Study in Face Recognition |
Publication Type | Conference Paper |
Year of Publication | 2008 |
Authors | Freni, B, Marcialis, GL, Roli, F |
Conference Name | Joint IAPR Int. Workshop on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR08 |
Date Published | 04/12/2008 |
Publisher | Springer |
Conference Location | Orlando (Florida, USA) |
Keywords | bio04, biometrics, face, template selection |
Abstract | In this paper, we consider the problem of template selection in biometric systems as analogous to the problem, called "editing", of selecting representative prototypes when using the 1-Nearest Neighbour classifier (NN). Four editing algorithms are used and compared by experiments with state-of-the-art template selection algorithms. Experiments are performed on a benchmark face data set. Reported results show pros and cons of editing algorithms for template selection in biometric systems. |
Citation Key | 235 |