In this work, a rendering pipeline is proposed to generate pixel-perfect synthetic 2D headshot images from high-quality 3D facial models with accurate pose ...
Abstract. Accurate 3D head pose estimation from a 2D image frame is an essential component of modern consumer technology.
(PDF) Learning Accurate Head Pose for Consumer Technology From 3D ...
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May 20, 2021 · The basic idea is to reconstruct a 3D model from the 2D input image to optimize efficient estimation. Monocular system and optical flow ...
The most accurate head pose estimators are based on Deep Neural Networks that are trained with the supervised approach and rely primarily on the accuracy of ...
Accurate head pose estimation from 2D image data is an essential component of applications such as driver monitoring systems, virtual reality technology ...
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S. Basak, F. Khan, R. McDonnell and M. Schukat, "Learning Accurate Head Pose for Consumer Technology From 3D Synthetic Data," 2021 IEEE International Conference ...
Experimental results demonstrate that our proposed method achieves better accuracy in head pose estimation than the conventional approach using a scene- ...
This work presents an accurate approach for head pose estimation on consumer depth cameras that works in a wide pose range without prior knowledge about the ...
Mar 27, 2024 · General rule of thumb is synthetic data alone is never enough for models, if combined with real data you can do better than real data alone in some cases.
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Apr 26, 2023 · In this paper, we will review the increasing amount of available datasets and the modern methodologies used to estimate orientation, with a special attention ...