Learning reduced models for motion estimation on long temporal image sequences.
Isabelle HerlinKarim DrifiPublished in: IGARSS (2012)
Keyphrases
- motion estimation
- image sequences
- spatio temporal
- learning algorithm
- learning models
- accurate models
- video sequences
- learning process
- online learning
- robust motion estimation
- learned models
- structured prediction
- hidden variables
- motion analysis
- learning systems
- active learning
- computer vision
- space time
- spatial and temporal
- motion segmentation
- motion parameters
- hidden markov models
- optical flow
- prior knowledge
- reinforcement learning