Thomas Dalgaty

Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-based Vision

Event-based cameras asynchronously detect changes in light intensity with high temporal resolution, making them a promising alternative to RGB camera for low-latency and low-power optical flow estimation. However, state-of-the-art convolutional neural network methods create frames from the event str…