Robust Event-Based Object Tracking Combining Correlation Filter and CNN Representation

Robust Event-Based Object Tracking Combining Correlation Filter and CNN Representation

Object tracking based on the event-based camera or dynamic vision sensor (DVS) remains a challenging task due to the noise events, rapid change of event-stream shape, chaos of complex background textures, and occlusion. To address the challenges, this paper presents a robust event-stream object trac...

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Bibliographic Details
Main Authors: Hongmin Li, Luping Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Neurorobotics
Subjects:
event-based vision
object tracking
dynamic vision sensor
convolutional neural network
correlation filter
Online Access:https://www.frontiersin.org/article/10.3389/fnbot.2019.00082/full

Internet

https://www.frontiersin.org/article/10.3389/fnbot.2019.00082/full

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