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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

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Showing 31–40 of 145 papers

TitleStatusHype
Fusing Event-based and RGB camera for Robust Object Detection in Adverse ConditionsCode1
Ev-TTA: Test-Time Adaptation for Event-Based Object RecognitionCode1
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
E^2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
Optical Flow Estimation for Spiking CameraCode1
Moving Object Detection for Event-based vision using Graph Spectral ClusteringCode1
Bridging the Gap between Events and Frames through Unsupervised Domain AdaptationCode1
Moving Object Detection for Event-based Vision using k-means ClusteringCode1
Lifting Monocular Events to 3D Human PosesCode1
Entropy Minimisation Framework for Event-based Vision Model EstimationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43—Unverified