Synthetic-based Face Recognition

News

• Paper accepted at ICCV 2023: IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-conditioned Diffusion Models

• Paper accepted at CVPRW 2023: Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition

• Paper accepted at Image and Vision Computing (IVC) 2023: Synthetic Data for Face Recognition: Current State and Future Prospects

• Paper accepted at Face and Gesture 2023 (FG2023): Unsupervised Face Recognition using Unlabeled Synthetic Data

• Paper accepted at IJCB 2022: SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data

• Paper accepted at ICPR 2022: QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization

IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-conditioned Diffusion Models

• Paper on Arxiv
• Code

Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition

• Paper on Arxiv
• code

Unsupervised Face Recognition using Unlabeled Synthetic Data

• Paper on Arxiv
• Code and pretrained models

SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data

• Paper on Arxiv
• Code and pretrained models

QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization

• Paper on Arxiv
• Code and pretrained models

Relevant repositories: Synthetic data in Biometrics

• Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors (CVPRW2022) SMDD
• SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data (CVPRW2023) SynthASpoof
• SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains (IVC2023) SyPer