Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification.
Yingfu XuGuangzhi TangAmirreza YousefzadehGuido de CroonManolis SifalakisPublished in: CoRR (2024)
Keyphrases
- optical flow
- artificial neural networks
- least squares
- high speed
- back propagation
- training algorithm
- event driven
- nearest neighbor
- motion estimation
- computer vision
- genetic algorithm
- feature tracking
- motion model
- image sequences
- feed forward
- parallel processing
- motion field
- optical flow estimation
- using artificial neural networks
- genetic algorithm ga
- neural nets
- multilayer perceptron
- data sets
- neural network