Probabilistic Precipitation Downscaling with Optical Flow-Guided Diffusion.
Prakhar SrivastavaRuihan YangGavin KerriganGideon DresdnerJeremy McGibbonChristopher S. BrethertonStephan MandtPublished in: CoRR (2023)
Keyphrases
- optical flow
- image sequences
- optical flow computation
- generative model
- motion segmentation
- structure tensor
- flow field
- least squares
- motion model
- dense optical flow
- probabilistic model
- uncertain data
- computer vision
- probabilistic logic
- feature tracking
- d scene
- belief networks
- diffusion process
- velocity field
- bayesian networks
- motion field
- vector field
- optical flow estimation
- diffusion processes
- short term