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 1120 of 145 papers

TitleStatusHype
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
Event-based Background-Oriented SchlierenCode1
EVREAL: Towards a Comprehensive Benchmark and Analysis Suite for Event-based Video ReconstructionCode1
EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based VisionCode1
Deep Learning for Event-based Vision: A Comprehensive Survey and BenchmarksCode1
Detecting Every Object from EventsCode1
Bridging the Gap between Events and Frames through Unsupervised Domain AdaptationCode1
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS CameraCode1
Adaptive Global Decay Process for Event CamerasCode1
A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization FrameworkCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43Unverified