Synthesizing Iris Images using RaSGAN with Application in Presentation Attack Detection

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp. 2422-2430, 2019.

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Abstract:

In this work we design a new technique for generating synthetic iris images and demonstrate its potential for presentation attack detection (PAD). The proposed technique utilizes the generative capability of a Relativistic Average Standard Generative Adversarial Network (RaSGAN) to synthesize high quality images of the iris. Unlike tradit...More

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