Worst-Case Morphs using Wasserstein ALI and Improved MIPGAN

• Published in: arXiv.org
• Main Authors: Kelly, Una M, Nauta, Meike, Liu, Lu, Spreeuwers, Luuk J, Veldhuis, Raymond N J
• Format: Paper Journal Article
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 13.10.2023
• Subjects: Coders; Computer Science - Computer Vision and Pattern Recognition; Generative adversarial networks; Image reconstruction; Training

A morph is a combination of two separate facial images and contains identity information of two different people. When used in an identity document, both people can be authenticated by a biometric Face Recognition (FR) system. Morphs can be generated using either a landmark-based approach or approac...