Elongated Small Object Detection from Remote Sensing Images Using Hierarchical Scale-Sensitive Networks

Elongated Small Object Detection from Remote Sensing Images Using Hierarchical Scale-Sensitive Networks

The detection of elongated objects, such as ships, from satellite images has very important application prospects in marine transportation, shipping management, and many other scenarios. At present, the research of general object detection using neural networks has made significant progress. However...

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Bibliographic Details
Main Authors: Zheng He, Li Huang, Weijiang Zeng, Xining Zhang, Yongxin Jiang, Qin Zou
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Remote Sensing
Subjects:
ship detection
small object
multi-scale features
tilted bounding box
convolutional neural network
Online Access:https://www.mdpi.com/2072-4292/13/16/3182

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