From Contrast to Consistency: Rethinking Event-based Continuous-Time Optical Flow Estimation 事件

From Contrast to Consistency: Rethinking Event-based Continuous-Time Optical Flow Estimation arXiv:2605.25570v1 Announce Type: new Abstract: Estimating continuous optical flow is a fundamental yet challenging problem in dynamic visual perception. Event-based cameras, with microsecond latency and high dynamic range, capture brightness changes asynchronously, offering a unique opportunity to model motion with fine temporal precision. However, the scarcity of temporally dense ground-truth annotati