The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation.
Saurabh SaxenaCharles HerrmannJunhwa HurAbhishek KarMohammad NorouziDeqing SunDavid J. FleetPublished in: CoRR (2023)
Keyphrases
- optical flow
- depth estimation
- diffusion models
- image sequences
- depth map
- ego motion
- depth cues
- stereo vision
- stereo matching
- depth information
- dynamic scenes
- moving objects
- motion estimation
- diffusion model
- information diffusion
- motion field
- motion segmentation
- social networks
- greedy algorithm
- real scenes
- stereo pair
- d scene
- computer vision