2 documents found, page 1 of 1
MorDeephy: Face Morphing Detection via Fused Classification
Medvedev, Iurii; Shadmand, Farhad; Gonçalves, NunoFace morphing attack detection (MAD) is one of the most challenging tasks in the field of face recognition nowadays. In this work, we introduce a novel deep learning strategy for a single image face morphing detection, which implies the discrimination of morphed face images along with a sophisticated face recognition task in a complex classification scheme. It is directed onto learning the deep facial features,...
CodeFace: A Deep Learning Printer-Proof Steganography for Face Portraits
Shadmand, Farhad; Medvedev, Iurii; Gonçalves, NunoIdentity Documents (IDs) containing a facial portrait constitute a prominent form of personal identi cation. Photograph substitution in of cial documents (a genuine photo replaced by a non-genuine photo) or originally fraudulent documents with an arbitrary photograph are well known attacks, but unfortunately still ef cient ways of misleading the national authorities in in-person identi cation processes. Therefo...