An Efficient and Scene-Adaptive Algorithm for Vehicle Detection in Aerial Images Using an Improved YOLOv3 Framework

An Efficient and Scene-Adaptive Algorithm for Vehicle Detection in Aerial Images Using an Improved YOLOv3 Framework

Vehicle detection in aerial images has attracted great attention as an approach to providing the necessary information for transportation road network planning and traffic management. However, because of the low resolution, complex scene, occlusion, shadows, and high requirement for detection effici...

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Bibliographic Details
Main Authors: Xunxun Zhang, Xu Zhu
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:ISPRS International Journal of Geo-Information
Subjects:
vehicle detection
aerial image
improved yolov3 framework
context-aware-based feature map fusion
sloping bounding box
Online Access:https://www.mdpi.com/2220-9964/8/11/483

Internet

https://www.mdpi.com/2220-9964/8/11/483

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