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Part 1: Document Description
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Citation |
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Title: |
MPIIFaceGaze |
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Identification Number: |
doi:10.18419/darus-3240 |
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Distributor: |
DaRUS |
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Date of Distribution: |
2023-03-14 |
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Version: |
1 |
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Bibliographic Citation: |
Bulling, Andreas, 2023, "MPIIFaceGaze", https://doi.org/10.18419/darus-3240, DaRUS, V1 |
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Citation |
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Title: |
MPIIFaceGaze |
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Subtitle: |
It’s Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation |
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Identification Number: |
doi:10.18419/darus-3240 |
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Authoring Entity: |
Bulling, Andreas (Universität Stuttgart) |
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Other identifications and acknowledgements: |
Sesma, Laura |
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Grant Number: |
EXC 284 - 39134088 |
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Grant Number: |
EXC 284 - 39134088 |
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Grant Number: |
JPMJCR14E1 |
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Distributor: |
DaRUS |
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Access Authority: |
Bulling, Andreas |
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Depositor: |
Perceptual User Interfaces |
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Date of Deposit: |
2022-10-24 |
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Holdings Information: |
https://doi.org/10.18419/darus-3240 |
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Study Scope |
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Keywords: |
Computer and Information Science, Gaze Estimation |
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Topic Classification: |
Gaze |
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Abstract: |
We present the MPIIFaceGaze dataset which is based on the MPIIGaze dataset, with the additional human facial landmark annotation and the face regions available. We added additional facial landmark and pupil center annotations for 37,667 face images. Facial landmarks annotations were conducted in a semi-automatic manner as running facial landmark detection method first and then checking by two human annotators. The pupil centers were annotated by two human annotators from scratch. For sake of privacy, we only released the face region and blocked the background in images. See <a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=198950">readme.txt</a> for more details about the data. |
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Notes: |
The data is only to be used for non-commercial scientific purposes. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Studies |
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Bulling, Andreas, 2022, "MPIIGaze", <a href="https://doi.org/10.18419/darus-3230">https://doi.org/10.18419/darus-3230</a>, DaRUS |
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Related Publications |
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Citation |
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Title: |
Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling. 2019. MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 41(1), pp. 162-175. |
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Identification Number: |
10.1109/TPAMI.2017.2778103 |
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Bibliographic Citation: |
Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling. 2019. MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 41(1), pp. 162-175. |
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Citation |
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Title: |
Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling. 2017. It’s Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 2299-2308. |
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Identification Number: |
10.1109/CVPRW.2017.284 |
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Bibliographic Citation: |
Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling. 2017. It’s Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 2299-2308. |
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Label: |
changelog.txt |
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Notes: |
text/plain |
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Label: |
Data.zip |
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Notes: |
application/zip |
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Label: |
readme.txt |
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Notes: |
text/plain |