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
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 Sensors—0
Event Vision Sensor: A Review—0
GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing UnitsCode0
STEMS: Spatial-Temporal Mapping Tool For Spiking Neural Networks—0
EventVL: Understand Event Streams via Multimodal Large Language Model—0
Event-based vision for egomotion estimation using precise event timing—0
Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-based Vision—0
eCARLA-scenes: A synthetically generated dataset for event-based optical flow predictionCode0
Low-Latency Scalable Streaming for Event-Based Vision—0
GERD: Geometric event response data generationCode0
STREAM: A Universal State-Space Model for Sparse Geometric Data—0
Learning Collective Dynamics of Multi-Agent Systems using Event-based Vision—0
Increasing the scalability of graph convolution for FPGA-implemented event-based vision—0
SpiDR: A Reconfigurable Digital Compute-in-Memory Spiking Neural Network Accelerator for Event-based Perception—0
BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation using RGB Frames and Events—0
Non-Invasive Qualitative Vibration Analysis using Event Camera—0
Secrets of Edge-Informed Contrast Maximization for Event-Based Vision—0
Optimal OnTheFly Feedback Control of Event Sensors—0
MEVDT: Multi-Modal Event-Based Vehicle Detection and Tracking Dataset—0
A Framework for Pupil Tracking with Event Cameras—0
Event-based vision on FPGAs -- a survey—0
TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based VisionCode0
Covariant spatio-temporal receptive fields for spiking neural networksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43—Unverified