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 1120 of 145 papers

TitleStatusHype
Quantitative evaluation of brain-inspired vision sensors in high-speed robotic perception0
NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and ResultsCode1
Towards Low-Latency Event-based Obstacle Avoidance on a FPGA-DroneCode1
Towards Mobile Sensing with Event Cameras on High-agility Resource-constrained Devices: A Survey0
Coupled Video Frame Interpolation and Encoding with Hybrid Event Cameras for Low-Power High-Framerate Video0
Event-Based Crossing Dataset (EBCD)Code0
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS DemosaicingCode0
Technical report of a DMD-based Characterization Method for Vision Sensors0
Event Vision Sensor: A Review0
GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing UnitsCode0
Show:102550
← PrevPage 2 of 15Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43Unverified