#event cameras
8 papers · 1 filter
ENCORE: Event-Assisted Complementary Motion Refinement for Learned Video Compression
Shuhan Ye, Hongbin Yu, Chenqi Kong +4
The paper introduces ENCORE, a framework that uses asynchronous event‑camera data to refine motion estimation in learned video compression, improving quality especially under chall…
Sequence-SOD: Bio-inspired Sequence-aware Spiking ObjectDetection for Event Cameras
Katharina Bendig, René Schuster, Didier Stricker
The paper presents Sequence-SOD, a spiking neural network object detector for event cameras that processes continuous sequences of events while preserving membrane potentials, lead…
ESAR: Event-Based Synthetic Aperture Reconstruction
Harbir Antil, Daniel Blauvelt, David Sayre
The paper formulates monocular event‑camera imaging as a synthetic‑aperture inverse problem for a static log‑radiance field, using a linear model and regularized inversion to recov…
JADE-GS: Joint Allocation of Deblurring Evidence for Event-Assisted 3D Gaussian Splatting
Haoyu Fu, Jiafeng Huang, Yuchen Wang +1
JADE-GS introduces a joint deblurring framework that combines event-camera data with 3D Gaussian splatting, using a pixel-adaptive routing gate and a bidirectional training loop to…
AE-UAV: An Air-to-Air Event-Based UAV Tracking Benchmark and a Real-Time Frequency-Domain Tracker
Zixin Jiang, Bing He, Chaoran Xiong +3
The paper introduces AE-UAV, the first event-camera dataset for air-to-air UAV tracking, and proposes a lightweight, training-free frequency-domain tracker (FSFT) that runs at 420…
RainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics
Kui Jiang, Runzhe Li, Zhaocheng Yu +3
RainDancer is a video deraining framework that jointly processes RGB frames and event-camera data, first decomposing rain and background within each modality and then fusing them u…