Reproducing Expert-Like Motion in Deformable Environments Using Active Learning and IOC.
Calder Phillips-GrafflinDmitry BerensonPublished in: ISRR (1) (2015)
Keyphrases
- active learning
- motion analysis
- image sequences
- motion estimation
- space time
- optical flow
- articulated objects
- motion model
- motion parameters
- camera motion
- deformable surface
- motion patterns
- human experts
- machine learning
- motion segmentation
- motion detection
- learning strategies
- deformable models
- experimental design
- training set
- human motion
- expert knowledge
- data sets
- real world
- motion tracking
- motion capture
- random sampling
- computer vision
- robotic systems
- motion field
- moving objects
- background subtraction
- learning process
- transfer learning
- training examples