SynthAct: Towards Generalizable Human Action Recognition based on Synthetic Data.
David SchneiderMarco KellerZeyun ZhongKunyu PengAlina RoitbergJürgen BeyererRainer StiefelhagenPublished in: ICRA (2024)
Keyphrases
- synthetic data
- action recognition
- static images
- human activities
- human movements
- human actions
- spatio temporal interest points
- activity recognition
- bag of words
- real image data
- human detection
- computer vision
- motion history images
- recognition of human actions
- real world
- data sets
- motion capture data
- action classification
- recognizing human actions
- spatial temporal
- body parts
- human object interactions
- human pose
- mid level
- action detection
- independent subspace analysis
- view invariant
- action primitives
- recognizing actions
- view invariant action recognition
- depth sensors
- video dataset
- bag of features