Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks.
Chankyu LeeAdarsh KostaAlex Zihao ZhuKenneth ChaneyKostas DaniilidisKaushik RoyPublished in: CoRR (2020)
Keyphrases
- energy efficient
- optical flow estimation
- hybrid neural
- wireless sensor networks
- optical flow
- neural network
- energy consumption
- flow field
- sensor networks
- hopfield neural network
- energy efficiency
- stereo matching
- learning rules
- coarse to fine
- motion field
- multiscale
- velocity field
- base station
- motion model
- machine learning
- motion estimation
- fuzzy systems
- artificial neural networks
- dynamic programming
- data transmission
- network structure
- image sequences
- three dimensional
- artificial intelligence
- cellular neural networks
- power consumption
- data mining