6 papers
A Multi-domain Image Translative Diffusion StyleGAN for Iris Presentation Attack Detection
Shivangi Yadav, Arun Ross
An iris biometric system can be compromised by presentation attacks (PAs) where artifacts such as artificial eyes, printed eye images, or cosmetic contact lenses are presented to t…
Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis
Shivangi Yadav, Arun Ross
Biometric systems based on iris recognition are currently being used in border control applications and mobile devices. However, research in iris recognition is stymied by various…
Sign regular matrices and variation diminution: single-vector tests and characterizations, following Schoenberg, Gantmacher-Krein, and Motzkin
Projesh Nath Choudhury, Shivangi Yadav
Variation diminution (VD) is a fundamental property in total positivity theory, first studied in 1912 by Fekete-Pólya for one-sided Pólya frequency sequences, followed by Schoenber…
iWarpGAN: Disentangling Identity and Style to Generate Synthetic Iris Images
Shivangi Yadav, Arun Ross
Generative Adversarial Networks (GANs) have shown success in approximating complex distributions for synthetic image generation. However, current GAN-based methods for generating b…
CIT-GAN: Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection
Shivangi Yadav, Arun Ross
In this work, we propose a novel Cyclic Image Translation Generative Adversarial Network (CIT-GAN) for multi-domain style transfer. To facilitate this, we introduce a Styling Netwo…
Some Research Problems in Biometrics: The Future Beckons
Arun Ross, Sudipta Banerjee, Cunjian Chen +5
The need for reliably determining the identity of a person is critical in a number of different domains ranging from personal smartphones to border security; from autonomous vehicl…