A review on deep learning in UAV remote sensing

Lucas Prado Osco,José Marcato Junior,Ana Paula Marques Ramos,Lúcio André de Castro Jorge,Sarah Narges Fatholahi,Jonathan de Andrade Silva,Edson Takashi Matsubara,Hemerson Pistori,Wesley Nunes Gonçalves,Jonathan Li

International Journal of Applied Earth Observation and Geoinformation（2021）

引用 147|浏览94

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摘要

•Combining deep learning and UAV-based data is an emerging trend in remote sensing.•Most articles published rely on CNN-based methods.•Future perspectives in UAV-based data processing still have much to cover.

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关键词

AdaGrad,AI,ANN,CEM,CNN,DCGAN,DDCN,DL,DNN,DEM,DSM,FPS,GAN,GPU,KL,LSTM,IoU,ML,MAE,MAPE,MRE,MSE,MSLE,MSM,MVS,NAS,PCA,PPM,r,RMSE,RNN,ROC,RPA,SAM,SGD,SfM,UAV,WOS

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