SCTN: Event-based object tracking with energy-efficient deep convolutional spiking neural networks

SCTN: Event-based object tracking with energy-efficient deep convolutional spiking neural networks

Event cameras are asynchronous and neuromorphically inspired visual sensors, which have shown great potential in object tracking because they can easily detect moving objects. Since event cameras output discrete events, they are inherently suitable to coordinate with Spiking Neural Network (SNN), wh...

Full description

Bibliographic Details
Main Authors: Mingcheng Ji, Ziling Wang, Rui Yan, Qingjie Liu, Shu Xu, Huajin Tang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Neuroscience
Subjects:
spiking neural networks
event cameras
object tracking
exponential IoU
event-based tracking dataset
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1123698/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2023.1123698/full

Similar Items