Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs

Detection and classification of tree species from remote sensing data were performed using mainly multispectral and hyperspectral images and Light Detection And Ranging (LiDAR) data. Despite the comparatively lower cost and higher spatial resolution, few studies focused on images captured by Red-Gre...

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Vydáno v:Sensors (Basel)
Hlavní autoři: dos Santos, Anderson Aparecido, Marcato Junior, José, Araújo, Márcio Santos, Di Martini, David Robledo, Tetila, Everton Castelão, Siqueira, Henrique Lopes, Aoki, Camila, Eltner, Anette, Matsubara, Edson Takashi, Pistori, Hemerson, Feitosa, Raul Queiroz, Liesenberg, Veraldo, Gonçalves, Wesley Nunes
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6719170/
https://ncbi.nlm.nih.gov/pubmed/31426597
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19163595
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