LC-Flow: Learning Local Continuous Optical Flow and Confidence from events 事件

PRODUCT_LAUNCH2026-05-26影响: MEDIUM

LC-Flow: Learning Local Continuous Optical Flow and Confidence from events arXiv:2605.24604v1 Announce Type: new Abstract: Event cameras capture brightness changes asynchronously with microsecond resolution, yet existing optical flow methods fail to fully exploit this temporal continuity. Frame-based approaches impose artificial accumulation latency and suffer from domain overfitting, while model-based local methods operate statelessly, discarding temporal history between predictions and yieldi