Table 1 Examples of hand gesture datasets.
From: A richly annotated dataset of co-speech hand gestures across diverse speaker contexts
Dataset | Medium | Description |
|---|---|---|
HANDS69 | video frames | 29 static gestures primarily emblems produced by 5 people |
3DIG70 | video and motion capture | 1739 dynamic iconic gestures referring to 20 objects produced by 30 people |
BEAT71 | motion capture | number of gestures not reported 76-hour 3D motion capture produced by 30 people semantic relevancy and emotion categories annotations |
NEMO72 | video and motion capture | 3715 dynamic gestures 2D & 3D motion capture produced by 428 people iconic gestures referring to 35 objects |
M3D-TED73 | annotations | 1139 gesture strokes produced by 5 English speakers 23 minutes of annotated referential and non-referential gestures |
EcoLang74 | video and annotations | produced by 78 dyads naturalistic gestures during adult-child and adult-adult interaction |
Talking With Hands Dataset75 | motion capture | no number of gestures reported 50-hour 3D motion capture produced by 50 people collaborative gestures captured during conversation |
EGGNOG76 | video and motion capture | 20 dynamic gestures produced by 40 people 8 hours of video gestures during collaborative object-oriented task |
Speaker-Specific Gesture Dataset77 | videos and motion capture | dynamic gestures 144-hour 2D motion capture produced by 10 people (lecturers, TV show hosts, televangelists) |
SaGA78 | videos | 1764 gestures detailed gesture annotations produced from 25 dialogs in direction-giving task iconic and deictic gestures |
Dutch dyadic dataset79 | video and annotations | 439 gestures produced by 34 dyads in Dutch naturalistic gestures in conversation |
