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 2130 of 145 papers

TitleStatusHype
Bridging the Gap between Events and Frames through Unsupervised Domain AdaptationCode1
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural NetworksCode1
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
Detecting Every Object from EventsCode1
E^2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
From Chaos Comes Order: Ordering Event Representations for Object Recognition and DetectionCode1
GS-EVT: Cross-Modal Event Camera Tracking based on Gaussian SplattingCode1
LEOD: Label-Efficient Object Detection for Event CamerasCode1
Deep Learning for Event-based Vision: A Comprehensive Survey and BenchmarksCode1
A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization FrameworkCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43Unverified