Reducing Head Pose Estimation Data Set Bias With Synthetic Data

Data set bias not only compromises the fairness, accuracy and effectiveness of trained models, but also leads to a lower performance in real-world scenarios compared to the evaluation results obtained with a specific data set. This issue is especially evident in the estimation of head pose, as curre...

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Bibliographic Details
Main Authors: Roberto Valle, Jose M. Buenaposada, Luis Baumela
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10966901/
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