Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation.
Shubham NegiDeepika SharmaAdarsh Kumar KostaKaushik RoyPublished in: CoRR (2023)
Keyphrases
- optical flow estimation
- optical flow
- artificial neural networks
- flow field
- optical flow computation
- motion field
- motion model
- stereo matching
- neural network
- multiscale
- coarse to fine
- occlusion detection
- motion estimation
- variational optical flow
- motion discontinuities
- estimation of optical flow
- variational methods
- image sequences
- optic flow
- multi frame
- velocity field
- back propagation
- flow estimation
- dense optical flow estimation
- feature matching
- motion segmentation
- vector field
- computationally efficient
- preprocessing
- multimedia
- computer vision