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 51–75 of 145 papers

TitleStatusHype
Re-Interpreting the Step-Response Probability Curve to Extract Fundamental Physical Parameters of Event-based Vision Sensors—0
A Neuromorphic Approach to Obstacle Avoidance in Robot Manipulation—0
Detecting Every Object from EventsCode1
Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms—0
Towards Real-Time Fast Unmanned Aerial Vehicle Detection Using Dynamic Vision Sensors—0
Flow-Based Visual Stream Compression for Event Cameras—0
State Space Models for Event CamerasCode3
Optimising Graph Representation for Hardware Implementation of Graph Convolutional Networks for Event-based Vision—0
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation—0
EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling—0
LEOD: Label-Efficient Object Detection for Event CamerasCode1
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural NetworksCode1
Asynchronous Bioplausible Neuron for SNN for Event Vision—0
Efficient and Low-Footprint Object Classification using Spatial Contrast—0
Event-based Background-Oriented SchlierenCode1
Spike-time encoding of gas concentrations using neuromorphic analog sensory front-end—0
GET: Group Event Transformer for Event-Based VisionCode1
CrossZoom: Simultaneously Motion Deblurring and Event Super-ResolvingCode0
Tracking Particles Ejected From Active Asteroid Bennu With Event-Based Vision—0
Person Re-Identification without Identification via Event AnonymizationCode1
On the Generation of a Synthetic Event-Based Vision Dataset for Navigation and LandingCode0
Event-based Vision for Early Prediction of Manipulation ActionsCode0
Automotive Object Detection via Learning Sparse Events by Spiking NeuronsCode0
Hierarchical Neural Memory Network for Low Latency Event ProcessingCode0
Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from EventsCode0
Show:102550
← PrevPage 3 of 6Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43—Unverified