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 101–145 of 145 papers

TitleStatusHype
Event TransformerCode0
Fusing Event-based and RGB camera for Robust Object Detection in Adverse ConditionsCode1
TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation—0
Ev-TTA: Test-Time Adaptation for Event-Based Object RecognitionCode1
Asynchronous Optimisation for Event-based Visual Odometry—0
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
Enhanced Frame and Event-Based Simulator and Event-Based Video Interpolation Network—0
hARMS: A Hardware Acceleration Architecture for Real-Time Event-Based Optical Flow—0
E^2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action RecognitionCode1
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision—0
Unsupervised Spiking Instance Segmentation on Event Data using STDP—0
Optical Flow Estimation for Spiking CameraCode1
Adversarial Attacks on Spiking Convolutional Neural Networks for Event-based VisionCode0
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
Event-driven Vision and Control for UAVs on a Neuromorphic Chip—0
Lifting Monocular Events to 3D Human PosesCode1
An error-propagation spiking neural network compatible with neuromorphic processors—0
AET-EFN: A Versatile Design for Static and Dynamic Event-Based Vision—0
Deep Event Stereo Leveraged by Event-to-Image Translation—0
Neutron-Induced, Single-Event Effects on Neuromorphic Event-based Vision Sensor: A First Step Towards Space Applications—0
Learning to Detect Objects with a 1 Megapixel Event Camera—0
Entropy Minimisation Framework for Event-based Vision Model EstimationCode1
Lossy Event Compression based on Image-derived Quad Trees and Poisson Disk Sampling—0
Bio-inspired Gait Imitation of Hexapod Robot Using Event-Based Vision Sensor and Spiking Neural Network—0
Exploration of Reinforcement Learning for Event Camera using Car-like Robots—0
A Large Scale Event-based Detection Dataset for AutomotiveCode1
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural NetworksCode0
Event Cameras, Contrast Maximization and Reward Functions: An AnalysisCode0
CED: Color Event Camera Dataset—0
Event-based Vision: A SurveyCode0
Focus Is All You Need: Loss Functions For Event-based VisionCode0
Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM—0
Spatiotemporal Feature Learning for Event-Based Vision—0
Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion PerceptionCode0
Attention Mechanisms for Object Recognition with Event-Based Cameras—0
Real-time clustering and multi-target tracking using event-based sensors—0
Event-based Vision meets Deep Learning on Steering Prediction for Self-driving Cars—0
Robust event-stream pattern tracking based on correlative filter—0
Event-based Moving Object Detection and Tracking—0
Super-resolution of spatiotemporal event-stream image captured by the asynchronous temporal contrast vision sensor—0
DART: Distribution Aware Retinal Transform for Event-based Cameras—0
Training Deep Spiking Neural Networks using Backpropagation—0
Event-based Camera Pose Tracking using a Generative Event ModelCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43—Unverified