Vineyard classification using OBIA on UAV-based RGB and multispectral data: A case study in different wine regions

Beyond the traditional NDVI index as a key factor to mainstream the use of UAV in precision viticulture

(2021) Alessandro Matese et al.   Scientific Reports

Assessment of potato late blight from UAV-based multispectral imagery

(2021) Jorge Rodríguez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review

(2020) Swapan Talukdar et al.   Remote Sensing

Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities

(2020) Nathalie Guimarães et al.   Remote Sensing

Comparing vineyard imagery acquired from Sentinel-2 and Unmanned Aerial Vehicle (UAV) platform

(2020) Marco Sozzi et al.   OENO One

Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach

(2020) Mohamed Kerkech et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluation of novel precision viticulture tool for canopy biomass estimation and missing plant detection based on 2.5D and 3D approaches using RGB images acquired by UAV platform

(2020) Salvatore Filippo Di Gennaro et al.   Plant Methods

Automatic Grapevine Trunk Detection on UAV-Based Point Cloud

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

Comparison of Satellite and UAV-Based Multispectral Imagery for Vineyard Variability Assessment

(2019) Aleem Khaliq et al.   Remote Sensing

Development of canopy vigour maps using UAV for site-specific management during vineyard spraying process

(2019) Javier Campos et al.   PRECISION AGRICULTURE

Comparison of Unsupervised Algorithms for Vineyard Canopy Segmentation from UAV Multispectral Images

(2019) Paolo Cinat et al.   Remote Sensing

Mapping Cynodon Dactylon Infesting Cover Crops with an Automatic Decision Tree-OBIA Procedure and UAV Imagery for Precision Viticulture

(2019) Ana I. de Castro et al.   Remote Sensing

Vineyard properties extraction combining UAS-based RGB imagery with elevation data

(2018) Luís Pádua et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

3-D Characterization of Vineyards Using a Novel UAV Imagery-Based OBIA Procedure for Precision Viticulture Applications

(2018) Ana de Castro et al.   Remote Sensing

Classification of Aerial Photogrammetric 3D Point Clouds

(2018) C. Becker et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Unsupervised detection of vineyards by 3D point-cloud UAV photogrammetry for precision agriculture

(2018) Lorenzo Comba et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Wheat yellow rust monitoring by learning from multispectral UAV aerial imagery

(2018) Jinya Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

UAS, sensors, and data processing in agroforestry: a review towards practical applications

(2017) Luís Pádua et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Detection and Segmentation of Vine Canopy in Ultra-High Spatial Resolution RGB Imagery Obtained from Unmanned Aerial Vehicle (UAV): A Case Study in a Commercial Vineyard

(2017) Carlos Poblete-Echeverría et al.   Remote Sensing

Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry

(2017) Telmo Adão et al.   Remote Sensing

Detection of Flavescence dorée Grapevine Disease Using Unmanned Aerial Vehicle (UAV) Multispectral Imagery

(2017) Johanna Albetis et al.   Remote Sensing

Determining tree height and crown diameter from high-resolution UAV imagery

(2016) Dimitrios Panagiotidis et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Assessment of a canopy height model (CHM) in a vineyard using UAV-based multispectral imaging

(2016) Alessandro Matese et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

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

Vineyard detection from unmanned aerial systems images

(2015) Lorenzo Comba et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Stable Mean-Shift Algorithm and Its Application to the Segmentation of Arbitrarily Large Remote Sensing Images

(2015) Julien Michel et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley

(2015) Juliane Bendig et al.   International Journal of Applied Earth Observation and Geoinformation

Intercomparison of UAV, Aircraft and Satellite Remote Sensing Platforms for Precision Viticulture

(2015) Alessandro Matese et al.   Remote Sensing

Object-based spatiotemporal analysis of vine canopy vigor using an inexpensive unmanned aerial vehicle remote sensing system

(2014) Adam J. Mathews   Journal of Applied Remote Sensing

Unsupervised classification of very high remotely sensed images for grapevine rows detection

(2014) Nicola Puletti et al.   European Journal of Remote Sensing

UAV Flight Experiments Applied to the Remote Sensing of Vegetated Areas

(2014) Esther Salamí et al.   Remote Sensing

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING