NeMF: Neural Motion Fields for Kinematic Animation.
Chengan HeJun SaitoJames ZacharyHolly E. RushmeierYi ZhouPublished in: NeurIPS (2022)
Keyphrases
- motion field
- optical flow
- motion estimation
- motion compensation
- image sequences
- motion model
- network architecture
- motion vectors
- vector field
- image frames
- motion compensated
- neural network
- flow field
- degrees of freedom
- optical flow estimation
- optical flow fields
- moving objects
- optic flow
- rigid motion
- velocity field
- estimation process
- ego motion
- motion estimator
- displacement field
- cardiac motion
- dense motion field
- motion capture
- motion parameters
- video coding
- medical images
- computational complexity
- multiscale
- computer vision