3D-HPE_CERTH_dataset

CERTH dataset is a single-view dataset, which comprises 2 actors performing a collaborative task. Specifically, it shows 2 actors assembling an LCD-TV. An Orbbec Astra (0.6m-8m) was used in order to record both RGB (1280 x 720) and Depth (640 x 480) data at 30 fps. The final dataset includes 700 fra...

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Hauptverfasser: Peppas, Konstantinos, Tsiolis, Konstantinos, Mariolis, Ioannis, Topalidou-Kyniazopoulou, Angeliki, Tzovaras, Dimitrios
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creator Peppas, Konstantinos
Tsiolis, Konstantinos
Mariolis, Ioannis
Topalidou-Kyniazopoulou, Angeliki
Tzovaras, Dimitrios
description CERTH dataset is a single-view dataset, which comprises 2 actors performing a collaborative task. Specifically, it shows 2 actors assembling an LCD-TV. An Orbbec Astra (0.6m-8m) was used in order to record both RGB (1280 x 720) and Depth (640 x 480) data at 30 fps. The final dataset includes 700 frames and can be utilized as a testing dataset, while 1 frame every 10 frames has been manually annotated for evaluation purposes. Given that CERTH dataset is single-view, we managed to manually annotate 70% of the total number of joints, whereas the rest of them are deemed as occluded.
doi_str_mv 10.5281/zenodo.4475684
format Dataset
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identifier DOI: 10.5281/zenodo.4475684
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subjects Collaborative Tasks
D Human Pose Estimation
title 3D-HPE_CERTH_dataset
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