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
GET: Group Event Transformer for Event-Based VisionCode1
Person Re-Identification without Identification via Event AnonymizationCode1
EVREAL: Towards a Comprehensive Benchmark and Analysis Suite for Event-based Video ReconstructionCode1
From Chaos Comes Order: Ordering Event Representations for Object Recognition and DetectionCode1
Deep Learning for Event-based Vision: A Comprehensive Survey and BenchmarksCode1
Adaptive Global Decay Process for Event CamerasCode1
Masked Event Modeling: Self-Supervised Pretraining for Event CamerasCode1
A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization FrameworkCode1
Secrets of Event-Based Optical FlowCode1
Event Collapse in Contrast Maximization FrameworksCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43Unverified