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Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images
Abstract <p>Periocular refers to the facial r<p>Periocular refers to the facial region in the eye vicinity. It can be easily obtained with existing face and iris setups, and it appears in iris images, so its fusion with the iris texture has a potential to improve the overall recognition. It is also suggested that iris is more suited to near-infrared (NIR) illu- mination, whereas the periocular modality is best for visible (VW) illumination. Here, we evaluate three periocular and three iris matchers based on different features. As experimen- tal data, we use five databases, three acquired with a close-up NIR camera, and two in VW light with a webcam and a dig- ital camera. We observe that the iris matchers perform better than the periocular matchers with NIR data, and the opposite with VW data. However, in both cases, their fusion can pro- vide additional performance improvements. This is specially relevant with VW data, where the iris matchers perform sig- nificantly worse (due to low resolution), but they are still able to complement the periocular modality. © 2015 IEEE.</p>eriocular modality. © 2015 IEEE.</p>
Author Fernando Alonso-Fernandez + , Anna Mikaelyan + , Josef Bigun +
Conference 3rd International Workshop on Biometrics and Forensics, IWBF 2015, Gjøvik, Norway, 3-4 March, 2015
DOI http://dx.doi.org/10.1109/IWBF.2015.7110234  +
Diva http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:798524
HostPublication 3rd International Workshop on Biometrics and Forensics, IWBF 2015  +
PublicationType Conference Paper  +
Publisher IEEE Press  +
StartPage Article number: 7110234  +
Title Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images  +
Year 2015  +
Has queryThis property is a special property in this wiki. Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images + , Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images + , Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images + , Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images + , Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images + , Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images + , Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images + , Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images + , Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images + , Publications:Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images +
Categories Publication  +
Modification dateThis property is a special property in this wiki. 30 September 2016 20:41:48  +
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