Small vehicles detection based on UAV

Small vehicles detection based on UAV

In recent years, with the development of deep neural networks, object detection has been widely used in many fields such as video surveillance, face recognition, and unmanned aerial vehicles (UAVs). However, small objects detection is still a challenge for the most of existing methods due to its low...

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Bibliographic Details
Main Authors: Wu Chen, Zhao Baojun, Tang Linbo, Zhao Boya
Format: Article
Language:English
Published: Wiley 2019-10-01
Series:The Journal of Engineering
Subjects:
object detection
feature extraction
neural nets
autonomous aerial vehicles
vehicles detection
deep neural networks
video surveillance
face recognition
unmanned aerial vehicles
effective object detector single shot multibox detector
base architecture
uav platform
extended-layer feature method
small-scale information
default boxes
pascal voc object-detection dataset
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0710

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https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0710

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