MPIIGaze

DOI

We present the MPIIGaze dataset that contains 213,659 images we collected from 15 participants during natural everyday laptop use over more than three months. The number of images collected by each participant varied from 34,745 to 1,498. Our dataset is significantly more variable than existing ones with respect to appearance and illumination.

The dataset contains three parts: “Data”, “Evaluation Subset” and “Annotation subset”.

The “Data” includes “Original”, “Normalized” and “Calibration” for all the 15 participants. The “Evaluation Subset” contains the image list that indicates the selected samples for the evaluation subset in our paper. The “Annotation Subset” contains the image list that indicates 10,848 samples that we manually annotated, following the annotations with (x, y) position of 6 facial landmarks (four eye corners, two mouth corners) and (x,y) position of two pupil centers for each of above images.

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The data is only to be used for non-commercial scientific purposes.

Identifier
DOI https://doi.org/10.18419/DARUS-3230
Related Identifier IsCitedBy https://doi.org/10.1109/TPAMI.2017.2778103
Related Identifier IsCitedBy https://doi.org/10.1109/CVPR.2015.7299081
Metadata Access https://darus.uni-stuttgart.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.18419/DARUS-3230
Provenance
Creator Bulling, Andreas ORCID logo
Publisher DaRUS
Contributor Bulling, Andreas; Sesma, Laura; NVIDIA Corporation
Publication Year 2022
Funding Reference DFG EXC 284 - 39134088 ; Alexander von Humboldt Postdoctoral Fellowship, Germany ; JST CREST Research Grant, Japan JPMJCR14E1
Rights CC BY-NC-SA 4.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/licenses/by-nc-sa/4.0
OpenAccess true
Contact Bulling, Andreas (Universität Stuttgart)
Representation
Resource Type Dataset
Format application/zip
Size 2321941894
Version 1.0
Discipline Other