Fusing multi-season UAS images with convolutional neural networks to map tree species in Amazonian forests

Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3

(2022) Petr Hurtik et al.   NEURAL COMPUTING & APPLICATIONS

Classification of urban tree species using multi-features derived from four-season RedEdge-MX data

(2022) Huaipeng Liu   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

(2021) Teja Kattenborn et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping Riparian Habitats of Natura 2000 Network (91E0*, 3240) at Individual Tree Level Using UAV Multi-Temporal and Multi-Spectral Data

(2021) Elena Belcore et al.   Remote Sensing

Corrigendum to “Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks”

(2021) Matheus Pinheiro Ferreira et al.   Ecological Informatics

Deep learning-based tree species mapping in a highly diverse tropical urban setting

(2021) Gabriela Barbosa Martins et al.   URBAN FORESTRY & URBAN GREENING

A Comparison of Multi-Temporal RGB and Multispectral UAS Imagery for Tree Species Classification in Heterogeneous New Hampshire Forests

(2021) Heather Grybas et al.   Remote Sensing

Measuring Individual Tree Diameter and Height Using GatorEye High-Density UAV-Lidar in an Integrated Crop-Livestock-Forest System

(2020) Ana Paula Dalla Corte et al.   Remote Sensing

Multitemporal hyperspectral tree species classification in the Białowieża Forest World Heritage site

(2020) Aneta Modzelewska et al.   FORESTRY

Examining the Multi-Seasonal Consistency of Individual Tree Segmentation on Deciduous Stands Using Digital Aerial Photogrammetry (DAP) and Unmanned Aerial Systems (UAS)

(2019) Rik Nuijten et al.   Remote Sensing

Evaluating tropical forest classification and field sampling stratification from lidar to reduce effort and enable landscape monitoring

(2019) Daniel de Almeida Papa et al.   FOREST ECOLOGY AND MANAGEMENT

Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images

(2018) Fabien Hubert Wagner et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automatic Segmentation of Mauritia flexuosa in Unmanned Aerial Vehicle (UAV) Imagery Using Deep Learning

(2018) Giorgio Morales et al.   Forests

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images

(2015) G. Tochon et al.   REMOTE SENSING OF ENVIRONMENT

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING