Hololens 2 Hand Joints Dataset for Hand Gesture Recognition
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| Natura: | Recurso digital |
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Zenodo
2025
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| _version_ | 1866902170400456704 |
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| author | Pistola, Theodora |
| author_facet | Pistola, Theodora |
| contents | <p>The Hololens 2 Hand Joints Dataset for Hand Gesture Recognition was collected using a HoloLens 2 AR headset, which provides tracking data for 26 hand joints. Participants performed a set of predefined gestures designed to meet the requirements of the SUN project. The dataset includes four static gesture categories -Thumbs Up, Thumbs Down, Two Fingers, and No Gesture- as well as two dynamic gesture categories: Moving Two Fingers and Random.<br>For static gestures, each frame contains 129 features: 25 values representing the distances from the root joint (palm) to each of the other joints, and 104 values representing joint rotations encoded as quaternions. Each frame is also timestamped. <br>For dynamic gestures, the data consists of frame sequences spanning a duration of one second. Each frame in these sequences likewise contains 129 features, following the same representation as in the static gestures.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17279139 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Hololens 2 Hand Joints Dataset for Hand Gesture Recognition Pistola, Theodora Hand Gesture Recognition Hololens 2 AR Hand Joints <p>The Hololens 2 Hand Joints Dataset for Hand Gesture Recognition was collected using a HoloLens 2 AR headset, which provides tracking data for 26 hand joints. Participants performed a set of predefined gestures designed to meet the requirements of the SUN project. The dataset includes four static gesture categories -Thumbs Up, Thumbs Down, Two Fingers, and No Gesture- as well as two dynamic gesture categories: Moving Two Fingers and Random.<br>For static gestures, each frame contains 129 features: 25 values representing the distances from the root joint (palm) to each of the other joints, and 104 values representing joint rotations encoded as quaternions. Each frame is also timestamped. <br>For dynamic gestures, the data consists of frame sequences spanning a duration of one second. Each frame in these sequences likewise contains 129 features, following the same representation as in the static gestures.</p> |
| title | Hololens 2 Hand Joints Dataset for Hand Gesture Recognition |
| topic | Hand Gesture Recognition Hololens 2 AR Hand Joints |
| url | https://doi.org/10.5281/zenodo.17279139 |