| ApplicationArea
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Biometrics +
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| ContactInformation
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Fernando Alonso-Fernandez +
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| Description
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This is a four-years project financed the … This is a four-years project financed the Swedish Research Council. The project is concerned with ocular biometrics in unconstrained sensing environments. Attention will be paid to the periocular modality (the part of the face surrounding the eye), which has shown a surprisingly high discrimination ability, and is the facial-ocular modality requiring the least constrained acquisition.
One goal is to contribute with methods for efficient ocular detection and segmentation. This is still a challenge, with most works relying on manual image annotation, or on detecting the full face, which may not be reliable for example under occlusion. We will continue initiated work with symmetry filters, and will explore deep learning algorithms too, which are giving promising results in many computer vision tasks. Low resolution is another limitation. Thus, another goal will be super-resolution (SR) reconstruction of ocular images. With few works focused on iris, and none on periocular, adaptation of the many available SR methods to the particularities of ocular images is a promising avenue yet to be explored.
Ubiquitous biometrics has emerged as critical not only in light of current security threats (e.g. identifying terrorists in surveillance videos), but also due to the proliferation of consumer electronics (e.g. smartphones) in need of continuous personal authentication for a wide variety of applications. By our contributions, we expect to be able to handle a wide range of variations in biometric imaging from these scenarios.in biometric imaging from these scenarios.
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| LogotypeFile
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Grid.jpg +
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| ProjectEnd
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30 December 2020 +
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| ProjectResponsible
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Fernando Alonso-Fernandez +
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| ProjectStart
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1 January 2017 +
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| ShortDescription
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'''Ocular Biometrics in Unconstrained Sensing Environments''' +
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| Title
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OCULAR +
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| Has queryThis property is a special property in this wiki.
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OCULAR +
, OCULAR +
, OCULAR +
, OCULAR +
, OCULAR +
, OCULAR +
, OCULAR +
, OCULAR +
, OCULAR +
, OCULAR +
, OCULAR +
, OCULAR +
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| Categories |
ResearchProject +
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| Modification dateThis property is a special property in this wiki.
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30 October 2017 11:48:39 +
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| Page has default formThis property is a special property in this wiki.
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ResearchProj +
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