Tree Species Classification in UAV Remote Sensing Images Based on Super-Resolution Reconstruction and Deep Learning

Yingkang Huang; Xiaorong Wen; Yuanyun Gao; Yanli Zhang; Guozhong Lin

doi:10.3390/rs15112942

Tree Species Classification in UAV Remote Sensing Images Based on Super-Resolution Reconstruction and Deep Learning

Yingkang Huang
, Xiaorong Wen
, Yuanyun Gao
, Yanli Zhang
, Guozhong Lin

Forestry

Producción científica: Article › revisión exhaustiva

Idioma original	English
Número de artículo	2942
Publicación	Remote Sensing
Volumen	15
N.º	11
DOI	https://doi.org/10.3390/rs15112942
Estado	Published - jun 2023

ASJC Scopus Subject Areas

General Earth and Planetary Sciences

Acceder al documento

10.3390/rs15112942

Otros archivos y enlaces

Citar esto

@article{fd24d3d72091464182a7b2f41010350c,

title = "Tree Species Classification in UAV Remote Sensing Images Based on Super-Resolution Reconstruction and Deep Learning",

keywords = "Real-ESRGAN, convolutional neural networks, self-attention mechanism networks, transformer, tree species classification",

author = "Yingkang Huang and Xiaorong Wen and Yuanyun Gao and Yanli Zhang and Guozhong Lin",

note = "Publisher Copyright: {\textcopyright} 2023 by the authors.",

year = "2023",

month = jun,

doi = "10.3390/rs15112942",

language = "English",

volume = "15",

number = "11",

}

TY - JOUR

T1 - Tree Species Classification in UAV Remote Sensing Images Based on Super-Resolution Reconstruction and Deep Learning

AU - Huang, Yingkang

AU - Wen, Xiaorong

AU - Gao, Yuanyun

AU - Zhang, Yanli

AU - Lin, Guozhong

PY - 2023/6

Y1 - 2023/6

KW - Real-ESRGAN

KW - convolutional neural networks

KW - self-attention mechanism networks

KW - transformer

KW - tree species classification

UR - https://www.scopus.com/pages/publications/85161576824

UR - https://www.scopus.com/pages/publications/85161576824#tab=citedBy

U2 - 10.3390/rs15112942

DO - 10.3390/rs15112942

M3 - Article

AN - SCOPUS:85161576824

VL - 15

JO - Remote Sensing

JF - Remote Sensing

IS - 11

M1 - 2942

ER -