Synthetic data in human analysis: A survey
Deep neural networks have become prevalent in human analysis, boosting the performance
of applications, such as biometric recognition, action recognition, as well as person re …
of applications, such as biometric recognition, action recognition, as well as person re …
A survey on synthetic biometrics: fingerprint, face, iris and vascular patterns
A Makrushin, A Uhl, J Dittmann - Ieee Access, 2023 - ieeexplore.ieee.org
Synthetic biometric samples are created with an ultimate goal of getting around privacy
concerns, mitigating biases in biometric datasets, and reducing the sample acquisition effort …
concerns, mitigating biases in biometric datasets, and reducing the sample acquisition effort …
Pose impact estimation on face recognition using 3d-aware synthetic data with application to quality assessment
Evaluating the quality of facial images is essential for operating face recognition systems
with sufficient accuracy. The recent advances in face quality standardisation (ISO/IEC CD3 …
with sufficient accuracy. The recent advances in face quality standardisation (ISO/IEC CD3 …
Time flies by: Analyzing the impact of face ageing on the recognition performance with synthetic data
The vast progress in synthetic image synthesis enables the generation of facial images in
high resolution and photorealism. In biometric applications, the main motivation for using …
high resolution and photorealism. In biometric applications, the main motivation for using …
SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes
AI systems rely on extensive training on large datasets to address various tasks. However,
image-based systems, particularly those used for demographic attribute prediction, face …
image-based systems, particularly those used for demographic attribute prediction, face …
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples
Face morphing attack detection (MAD) algorithms have become essential to overcome the
vulnerability of face recognition systems. To solve the lack of large-scale and public …
vulnerability of face recognition systems. To solve the lack of large-scale and public …
Time flies by: Analyzing the Performance Impact of Ageing in Face Recognition with Synthetic Data
HZ Marcel Grimmer - 2022 - dl.gi.de
The vast progress in synthetic image synthesis enables the generation of facial images in
high resolution and photorealism. In biometric applications, the main motivation for using …
high resolution and photorealism. In biometric applications, the main motivation for using …