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
Ecsnet: Spatio-temporal feature learning for event cameraCode0
Event-based Camera Pose Tracking using a Generative Event ModelCode0
Event-Based Crossing Dataset (EBCD)Code0
Event-based Vision: A SurveyCode0
Event-based Vision for Early Prediction of Manipulation ActionsCode0
Event Cameras, Contrast Maximization and Reward Functions: An AnalysisCode0
Event TransformerCode0
Focus Is All You Need: Loss Functions For Event-based VisionCode0
GERD: Geometric event response data generationCode0
GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing UnitsCode0
Hierarchical Neural Memory Network for Low Latency Event ProcessingCode0
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise InjectionCode0
On the Generation of a Synthetic Event-Based Vision Dataset for Navigation and LandingCode0
Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from EventsCode0
Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic DataCode0
TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based VisionCode0
Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion PerceptionCode0
EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling—0
Event-based Moving Object Detection and Tracking—0
Event-based Monocular Dense Depth Estimation with Recurrent Transformers—0
Exploration of Reinforcement Learning for Event Camera using Car-like Robots—0
Fast Event-based Optical Flow Estimation by Triplet Matching—0
Flow-Based Visual Stream Compression for Event Cameras—0
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network—0
FPGA Implementation of An Event-driven Saliency-based Selective Attention Model—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1REDmAP43—Unverified