Table · dataset · 2026
3D In-Air Signature Dataset
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.31173142.v1
<p dir="ltr">This dataset contains 3D in-air hand signatures collected using the Leap Motion Controller 2.
Description
It includes annotated CSV files for 65 users, with 10 signature instances per user (total 650 instances). The data captures finger, palm, and arm positions, velocities, rotations, etc. making it suitable for Intermittent Spatial Segmentation research.
It can be extended for In-Air Signature verification related researches. </p><p dir="ltr">All data is anonymized - use ethically.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.31173142.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Data and information privacy · Data and information privacy · Data and information privacy · Data and information privacy · Data and information privacy · Data and information privacy · Data and information privacy · Data and information privacy · Data and information privacy · Data and information privacy · Data and information privacy · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · Humanities · Information systems user experience design and development · Information systems user experience design and development · Information systems user experience design and development · Information systems user experience design and development · Information systems user experience design and development · Information systems user experience design and development · Information systems user experience design and development · Information systems user experience design and development · Information systems user experience design and development · Information systems user experience design and development · Information systems user experience design and development · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Multimodal analysis and synthesis · Neural networks · Neural networks · Neural networks · Neural networks · Neural networks · Neural networks · Neural networks · Neural networks · Neural networks · Neural networks · Neural networks · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science · Social Science · Spatial data and applications · Spatial data and applications · Spatial data and applications · Spatial data and applications · Spatial data and applications · Spatial data and applications · Spatial data and applications · Spatial data and applications · Spatial data and applications · Spatial data and applications · Spatial data and applications
Provenance · 11 source records, 125 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/31173142 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/31173142 | 5 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/31173142 | 5 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/31173142 | 5 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/31173142 | 5 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/31173142 | 5 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/31173142 | 5 d ago | JSON v1 |
| figshare | oai:figshare.com:article/31173142 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/31173142 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/31173142 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/31173142 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:460106 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460106 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Spatial data and applications'] |
| concepts[field].anzsrc:field:460307 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460307 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Multimodal analysis and synthesis'] |
| concepts[field].anzsrc:field:460402 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460402 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Data and information privacy'] |
| concepts[field].anzsrc:field:460910 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:460910 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Information systems user experience design and development'] |
| concepts[field].anzsrc:field:461103 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461103 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].anzsrc:field:461104 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].anzsrc:field:461104 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Neural networks'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |