Evaluation of dimensionality reduction methods for individual tree crown delineation using instance segmentation network and UAV multispectral imagery in urban forest

Cross-site learning in deep learning RGB tree crown detection

(2020) Ben G. Weinstein et al.   Ecological Informatics

Automated Identification of Crop Tree Crowns From UAV Multispectral Imagery by Means of Morphological Image Analysis

(2020) Ricardo Sarabia et al.   Remote Sensing

A New Individual Tree Crown Delineation Method for High Resolution Multispectral Imagery

(2020) Lin Qiu et al.   Remote Sensing

A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images

(2020) Gabriela Takahashi Miyoshi et al.   Remote Sensing

Multispectral Mapping on 3D Models and Multi-Temporal Monitoring for Individual Characterization of Olive Trees

(2020) J. M. Jurado et al.   Remote Sensing

Tree Crown Delineation Algorithm Based on a Convolutional Neural Network

(2020) José R. G. Braga et al.   Remote Sensing

Monitoring the vegetation vigor in heterogeneous citrus and olive orchards. A multiscale object-based approach to extract trees’ crowns from UAV multispectral imagery

(2020) Giuseppe Modica et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

The application of Unmanned Aerial Vehicles (UAVs) to estimate above-ground biomass of mangrove ecosystems

(2020) Alejandro Navarro et al.   REMOTE SENSING OF ENVIRONMENT

Assessing the composition, diversity, and allergenic risk of street trees in Qingyang District of Chengdu City

(2020) Hua Zong et al.   URBAN FORESTRY & URBAN GREENING

UAV-Based High Throughput Phenotyping in Citrus Utilizing Multispectral Imaging and Artificial Intelligence

(2019) Yiannis Ampatzidis et al.   Remote Sensing

Use of UAV Photogrammetric Data for Estimation of Biophysical Properties in Forest Stands Under Regeneration

(2019) Stefano Puliti et al.   Remote Sensing

Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images

(2019) Qi Yang et al.   FIELD CROPS RESEARCH

Use of Logistic Regression in Land-Cover Classification with Moderate-Resolution Multispectral Data

(2019) P. Das et al.   Journal of the Indian Society of Remote Sensing

Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks

(2019) Ben G. Weinstein et al.   Remote Sensing

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

(2019) Anderson Aparecido dos Santos et al.   SENSORS

A Convolutional Neural Network Classifier Identifies Tree Species in Mixed-Conifer Forest from Hyperspectral Imagery

(2019) Geoffrey A. Fricker et al.   Remote Sensing

Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees

(2019) Hamid Hamraz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery

(2019) Lucas Prado Osco et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Detecting mammals in UAV images: Best practices to address a substantially imbalanced dataset with deep learning

(2018) Benjamin Kellenberger et al.   REMOTE SENSING OF ENVIRONMENT

Efficiency of Individual Tree Detection Approaches Based on Light-Weight and Low-Cost UAS Imagery in Australian Savannas

(2018) Grigorijs Goldbergs et al.   Remote Sensing

Mapping the Individual Trees in Urban Orchards by Incorporating Volunteered Geographic Information and Very High Resolution Optical Remotely Sensed Data: A Template Matching-Based Approach

(2018) Hossein Vahidi et al.   Remote Sensing

Improving Tree Species Classification Using UAS Multispectral Images and Texture Measures

(2018) Rossana Gini et al.   ISPRS International Journal of Geo-Information

A Review: Individual Tree Species Classification Using Integrated Airborne LiDAR and Optical Imagery with a Focus on the Urban Environment

(2018) Kepu Wang et al.   Forests

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Assessing UAV-collected image overlap influence on computation time and digital surface model accuracy in olive orchards

(2017) Jorge Torres-Sánchez et al.   PRECISION AGRICULTURE

Estimating Tree Height and Diameter at Breast Height (DBH) from Digital Surface Models and Orthophotos Obtained with an Unmanned Aerial System for a Japanese Cypress (Chamaecyparis obtusa) Forest

(2017) Kotaro Iizuka et al.   Remote Sensing

Dimensionality Reduction of Hyperspectral Image with Graph-Based Discriminant Analysis Considering Spectral Similarity

(2017) Fubiao Feng et al.   Remote Sensing

What Makes for Effective Detection Proposals?

(2016) Jan Hosang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Trends in Automatic Individual Tree Crown Detection and Delineation—Evolution of LiDAR Data

(2016) Zhen Zhen et al.   Remote Sensing

Spatial heterogeneity and air pollution removal by an urban forest

(2008) Francisco J. Escobedo et al.   LANDSCAPE AND URBAN PLANNING