Efficient Meshflow and Optical Flow Estimation from Event Cameras

A lightweight neural net (EEMFlow) can infer meshflow and dense optical flow from event‑camera streams up to thirty‑fold faster, with the paper accepted on 5 Oct 2025. Read more: getnews.me/efficient-meshflow-and-o... #eventcameras #meshflow

Adaptive Event Slicing Boosts Open‑Vocabulary Detection

A hybrid SNN‑CNN framework adaptively slices event streams for the open‑vocabulary object detection with CLIP; the paper was submitted in October 2025. Read more: getnews.me/adaptive-event-slicing-b... #eventcameras #visionlanguage

Probabilistic Online Event Downsampling Boosts Camera Efficiency

POLED assigns importance probabilities to each event, enabling online downsampling that kept or improved performance on four vision datasets even with severely limited events. Read more: getnews.me/probabilistic-online-eve... #eventcameras #poled

PASS Framework Improves Event‑Camera Recognition Using State‑Space Model

PASS leverages a state‑space model (PEAS) and MSG loss to compress a billion events, with accuracy dropping only 8.6% when inference speed changes versus 20.7% for baseline. getnews.me/pass-framework-improves-... #eventcameras #statespacemodel

Event Camera Survey: Visual Media Restoration and 3D Reconstruction

Event cameras capture per-pixel brightness changes as asynchronous events, offering ultra-high temporal resolution and low power use. The survey was posted on 12 Sep 2025. Read more: getnews.me/event-camera-survey-visu... #eventcameras #deeplearning