An Optimized Deep Neural Network Detecting Small and Narrow Rectangular Objects in Google Earth Images

Object detection is an important task for rapidly localizing target objects using high-resolution satellite imagery (HRSI). Although deep learning has been shown an efficient means of detection, object detection in HRSI remains problematic due to variations in object scale and size. In this article,...

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Bibliographic Details
Main Authors: Shenlu Jiang, Wei Yao, Man Sing Wong, Gen Li, Zhonghua Hong, Tae-Yong Kuc, Xiaohua Tong
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9027926/