MwdpNet: towards improving the recognition accuracy of tiny targets in high-resolution remote sensing image

Abstract This study aims to develop a deep learning model to improve the accuracy of identifying tiny targets on high resolution remote sensing (HRS) images. We propose a novel multi-level weighted depth perception network, which we refer to as MwdpNet, to better capture feature information of tiny...

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Bibliographic Details
Main Authors: Dongling Ma, Baoze Liu, Qingji Huang, Qian Zhang
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-41021-8