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Biomedical Engineering and Bioengineering Commons

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Computer Engineering

West Virginia University

Theses/Dissertations

Presentation attack detection

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Full-Text Articles in Biomedical Engineering and Bioengineering

Textured Contact Lens Based Iris Presentation Attack In Uncontrolled Environment, Daksha Yadav Jan 2019

Textured Contact Lens Based Iris Presentation Attack In Uncontrolled Environment, Daksha Yadav

Graduate Theses, Dissertations, and Problem Reports

The widespread use of smartphones has spurred the research in mobile iris devices. Due to their convenience, these mobile devices are also utilized in unconstrained outdoor conditions. At the same time, iris recognition in the visible spectrum has developed into an active area of research. These scenarios have necessitated the development of reliable iris recognition algorithms for such an uncontrolled environment. Additionally, iris presentation attacks such as textured contact lens pose a major challenge to current iris recognition systems.

Motivated by these factors, in this thesis, a detailed analysis of the effect of textured contact lenses on iris recognition in …