The Best of Both Worlds: Combining CNNs and Geometric Constraints for Hierarchical Motion Segmentation.
Pia BideauAruni RoyChowdhuryRakesh R. MenonErik G. Learned-MillerPublished in: CVPR (2018)
Keyphrases
- geometric constraints
- motion segmentation
- multibody
- multiple moving objects
- geometric properties
- image sequences
- motion estimation
- motion model
- moving objects
- model selection
- epipolar geometry
- missing data
- geometric consistency
- multiple images
- optical flow
- camera calibration
- spectral clustering
- dynamic scenes
- motion field
- flow field
- pairwise
- machine learning
- video data
- multi view
- image retrieval
- feature tracking
- object recognition
- computer vision