HPGEN

Citation Author(s):: Roberto Valle Fernández (Universidad Politécnica de Madrid)

José Miguel Buenaposada Biencinto (Universidad Rey Juan Carlos)

Luis Baumela Molina (Universidad Politécnica de Madrid)
Submitted by:: Roberto Fernandez
Last updated:: Fri, 04/18/2025 - 10:59
DOI:: 10.21227/d31p-nt47
Data Format:: *.png; *.txt
Research Article Link:: Reducing Head Pose Estimation Data Set Bias With Synthetic Data
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Categories:

Computer Vision

Keywords:

head pose estimation; generative models; data set bias

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Abstract

Synthetic image data set using a generative model with explicit control over the head pose. HPGEN offers a promising solution to address data set bias in the head pose estimation as current benchmarks suffer from a limited number of images, imbalanced data distributions, the high cost of annotation, and ethical concerns.