SOTAVerified

Event-based vision

An event camera, also known as a neuromorphic camera, silicon retina or dynamic vision sensor, is an imaging sensor that responds to local changes in brightness. Event cameras do not capture images using a shutter as conventional cameras do. Instead, each pixel inside an event camera operates independently and asynchronously, reporting changes in brightness as they occur and staying silent otherwise. Modern event cameras have microsecond temporal resolution, 120 dB dynamic range, and less under/overexposure and motion blur than frame cameras.

Papers

Showing 101110 of 145 papers

TitleStatusHype
Event TransformerCode0
Fusing Event-based and RGB camera for Robust Object Detection in Adverse ConditionsCode1
TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation0
Ev-TTA: Test-Time Adaptation for Event-Based Object RecognitionCode1
Asynchronous Optimisation for Event-based Visual Odometry0
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
Enhanced Frame and Event-Based Simulator and Event-Based Video Interpolation Network0
hARMS: A Hardware Acceleration Architecture for Real-Time Event-Based Optical Flow0
E^2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43Unverified