Self-Supervised Motion Magnification by Backpropagating Through Optical Flow.
Zhaoying PanDaniel GengAndrew OwensPublished in: NeurIPS (2023)
Keyphrases
- optical flow
- motion field
- motion estimation
- motion model
- image sequences
- optical flow estimation
- motion parameters
- motion segmentation
- camera motion
- optical flow computation
- moving objects
- flow field
- super resolution
- image motion
- optical flow fields
- least squares
- ego motion
- moving camera
- d scene
- dense optical flow
- velocity field
- computer vision
- motion analysis
- consecutive frames
- optical flow field
- feature tracking
- vector field
- optical flow algorithm
- motion discontinuities
- three dimensional
- visual motion
- motion estimates
- smoothness constraint
- spatial resolution
- high resolution
- independently moving objects
- spatio temporal
- computation of optical flow
- computational complexity
- scene flow estimation