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