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Plant Species Classification Using Hyperspectral LiDAR with Convolutional Neural Network

Referentgranskad
DOI
10.1109/igarss46834.2022.9883109
Tian, Wenxin; Tang, Lingli; Chen, Yuwei; Li, Ziyang; Qiu, Shi; Li, Xiaohui; Zhu, Jiajia; Jiang, Chan...
IEEE International geoscience and remote sensing symposium proceedings2022Publicationer information ikon

Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks

Referentgranskad
Öppen tillgång
DOI
10.1016/j.rse.2021.112322
Mäyrä, Janne; Keski-Saari, Sarita; Kivinen, Sonja; Tanhuanpää, Topi; Hurskainen, Pekka; Kullberg, Pe...
Remote sensing of environment2021Publicationer information ikon

Tree species classification using within crown localization of waveform LiDAR attributes

Referentgranskad
DOI
10.1016/j.isprsjprs.2017.08.013
Blomley, Rosmarie; Hovi, Aarne; Weinmann, Martin; Hinz, Stefan; Korpela, Ilkka; Jutzi, Boris
Isprs journal of photogrammetry and remote sensing2017Publicationer information ikon

Tree species classification from fused active hyperspectral reflectance and LIDAR measurements

Referentgranskad
DOI
10.1016/j.foreco.2010.08.031
Puttonen, Eetu; Suomalainen, Juha; Hakala, Teemu; Räikkönen, Esa; Kaartinen, Harri; Kaasalainen, San...
Forest Ecology and Management2010Publicationer information ikon

Effect of feature standardization on reducing the requirements of field samples for individual tree species classification using ALS data

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DOI
10.1016/j.isprsjprs.2022.01.003
Rana, Parvez; St-Onge, Benoit; Prieur, Jean-François; Cristina Budei, Brindusa; Tolvanen, Anne; Toko...
Isprs journal of photogrammetry and remote sensing2022Publicationer information ikon

Single-Sensor Solution to Tree Species Classification Using Multispectral Airborne Laser Scanning

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DOI
10.3390/rs9020108
Yu, Xiaowei; Hyyppa, Juha; Litkey, Paula; Kaartinen, Harri; Vastaranta, Mikko; Holopainen, Markus
Remote Sensing2017Publicationer information ikon

Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

Referentgranskad
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DOI
10.3390/rs12071070
Nezami, Somayeh ; Khoramshahi, Ehsan; Nevalainen, Olli ; Pölönen, Ilkka; Honkavaara, Eija
Remote sensing2020Publicationer information ikon

An Approach to Tree Species Classification Using Voxel Neighborhood Density-Based Subsampling of Multiscan Terrestrial Lidar Data

Referentgranskad
Harikumar, Aravind; Liang, Xinlian; Bovolo, Francesca
International Geoscience and Remote Sensing Symposium2018Publicationer information ikon

Classification of tree species based on hyperspectral reflectance images of stem bark

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DOI
10.1080/22797254.2022.2161420
Juola, Jussi; Hovi, Aarne; Rautiainen, Miina
European Journal of Remote Sensing2022Publicationer information ikon

EUNIS Habitat Classification: Expert system, characteristic species combinations and distribution maps of European habitats

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DOI
10.1111/avsc.12519
Chytrý, Milan; Tichý, Lubomír; Hennekens, Stephan M.; Knollová, Ilona; Janssen, John A. M.; Rodwell,...
Applied vegetation science2020

Plant Species Classification Using Hyperspectral LiDAR with Convolutional Neural Network

Referentgranskad
DOI
10.1109/igarss46834.2022.9883109
2022

Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks

Referentgranskad
Öppen tillgång
DOI
10.1016/j.rse.2021.112322
2021

Tree species classification using within crown localization of waveform LiDAR attributes

Referentgranskad
DOI
10.1016/j.isprsjprs.2017.08.013
2017

Tree species classification from fused active hyperspectral reflectance and LIDAR measurements

Referentgranskad
DOI
10.1016/j.foreco.2010.08.031
2010

Effect of feature standardization on reducing the requirements of field samples for individual tree species classification using ALS data

Referentgranskad
Öppen tillgång
DOI
10.1016/j.isprsjprs.2022.01.003
2022

Single-Sensor Solution to Tree Species Classification Using Multispectral Airborne Laser Scanning

Referentgranskad
Öppen tillgång
DOI
10.3390/rs9020108
2017

Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

Referentgranskad
Öppen tillgång
DOI
10.3390/rs12071070
2020

An Approach to Tree Species Classification Using Voxel Neighborhood Density-Based Subsampling of Multiscan Terrestrial Lidar Data

Referentgranskad
2018

Classification of tree species based on hyperspectral reflectance images of stem bark

Referentgranskad
Öppen tillgång
DOI
10.1080/22797254.2022.2161420
2022

EUNIS Habitat Classification: Expert system, characteristic species combinations and distribution maps of European habitats

Referentgranskad
Öppen tillgång
DOI
10.1111/avsc.12519
2020