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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:
DOI:
10.21227/d31p-nt47
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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.

Instructions:

We provide text annotations for each face image following:
image;identity;bbox_x;bbox_y;bbox_w;bbox_h;yaw;pitch;roll