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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 145 papers

TitleStatusHype
V2V: Scaling Event-Based Vision through Efficient Video-to-Voxel SimulationCode1
EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based VisionCode1
NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and ResultsCode1
Deep Learning for Event-based Vision: A Comprehensive Survey and BenchmarksCode1
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS CameraCode1
Detecting Every Object from EventsCode1
A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization FrameworkCode1
EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based VisionCode1
E^2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
Event Collapse in Contrast Maximization FrameworksCode1
From Chaos Comes Order: Ordering Event Representations for Object Recognition and DetectionCode1
Fusing Event-based and RGB camera for Robust Object Detection in Adverse ConditionsCode1
LEOD: Label-Efficient Object Detection for Event CamerasCode1
Adaptive Global Decay Process for Event CamerasCode1
Entropy Minimisation Framework for Event-based Vision Model EstimationCode1
Asynchronous Bioplausible Neuron for SNN for Event Vision—0
Deep Event Stereo Leveraged by Event-to-Image Translation—0
DART: Distribution Aware Retinal Transform for Event-based Cameras—0
ASAP: Adaptive Scheme for Asynchronous Processing of Event-based Vision Algorithms—0
AET-EFN: A Versatile Design for Static and Dynamic Event-Based Vision—0
3D Human Scan With A Moving Event Camera—0
A Neuromorphic Approach to Obstacle Avoidance in Robot Manipulation—0
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision—0
Coupled Video Frame Interpolation and Encoding with Hybrid Event Cameras for Low-Power High-Framerate Video—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43—Unverified