Heterogeneous Face Recognition from Facial Sketches
- Resource Type
- Authors
- Alexey Karpov; Miloš Železný; Ivan Gruber
- Source
- Informatica. 45
- Subject
- Adversarial network
Computer science
business.industry
heterogeneous face recognition
Space (commercial competition)
Translation (geometry)
heterogenní rozpoznávání lidské tváře
Facial recognition system
Computer Science Applications
Theoretical Computer Science
Artificial Intelligence
Path (graph theory)
Artificial intelligence
generative adversarial networks
business
generativní adversarialní sítě
Software
- Language
- ISSN
- 1854-3871
0350-5596
This paper presents a short summary of a dissertation thesis. The thesis presents a novel approach named X-Bridge for image-to-sketch translation for automatic heterogeneous face recognition. X-Bridge is based on a conditional adversarial network with an additional reconstruction path and a shared-latent space assumption between the original and the reconstruction path. With these modications, the results provided by X-Bridge overcome other state-of-the-art methods.