PoseBias: On Dataset Bias and Task Difficulty-Is there an Optimal Camera Position for Facial Image Analysis?
M Choithwani, S Almeida… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Let's imagine you could choose the position of the camera for a particular face analysis task-
where would you put it? In this work, we provide a first analysis based on synthetic training …
where would you put it? In this work, we provide a first analysis based on synthetic training …
Information Fusion and Hand Alignment to improve Hand Recognition in Forensic Scenarios
LJ Gonzalez-Soler, DK Jónsdóttir, C Rathgeb… - IEEE …, 2024 - ieeexplore.ieee.org
In many forensic scenarios, criminals often attempt to conceal their identity by covering their
face and other distinctive body parts. In such situations, physical evidence may, however …
face and other distinctive body parts. In such situations, physical evidence may, however …
Quality-Aware Prototype Memory for Face Representation Learning
E Smirnov, V Galyuk, E Lukyanets - arXiv preprint arXiv:2311.07734, 2023 - arxiv.org
Prototype Memory is a powerful model for face representation learning. It enables the
training of face recognition models using datasets of any size, with on-the-fly generation of …
training of face recognition models using datasets of any size, with on-the-fly generation of …
A Deep Transfer Learning Approach for Addressing Yaw Pose Variation to Improve Face Recognition Performance.
Identifying faces in non-frontal poses presents a significant challenge for face recognition
(FR) systems. In this study, we delved into the impact of yaw pose variations on these …
(FR) systems. In this study, we delved into the impact of yaw pose variations on these …