Yield prediction by machine learning from UAS-based multi-sensor data fusion in soybean

Phenotypic Variation and Genetic Architecture for Photosynthesis and Water Use Efficiency in Soybean (Glycine max L. Merr)

(2019) Miguel Angel Lopez et al.   Frontiers in Plant Science

Estimation of plant height using a high throughput phenotyping platform based on unmanned aerial vehicle and self-calibration: Example for sorghum breeding

(2018) Pengcheng Hu et al.   EUROPEAN JOURNAL OF AGRONOMY

Multitemporal field-based plant height estimation using 3D point clouds generated from small unmanned aerial systems high-resolution imagery

(2018) L. Malambo et al.   International Journal of Applied Earth Observation and Geoinformation

Using k-NN to analyse images of diverse germination phenotypes and detect single seed germination in Miscanthus sinensis

(2018) Danny Awty-Carroll et al.   Plant Methods

The use of plant models in deep learning: an application to leaf counting in rosette plants

(2018) Jordan Ubbens et al.   Plant Methods

Automatic tree parameter extraction by a Mobile LiDAR System in an urban context

(2018) Mónica Herrero-Huerta et al.   PLoS One

Translating High-Throughput Phenotyping into Genetic Gain

(2018) José Luis Araus et al.   TRENDS IN PLANT SCIENCE

Quantitative Estimation of Wheat Phenotyping Traits Using Ground and Aerial Imagery

(2018) Zohaib Khan et al.   Remote Sensing

Time-Series Multispectral Indices from Unmanned Aerial Vehicle Imagery Reveal Senescence Rate in Bread Wheat

(2018) Muhammad Hassan et al.   Remote Sensing

Deep phenotyping: deep learning for temporal phenotype/genotype classification

(2018) Sarah Taghavi Namin et al.   Plant Methods

Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine

(2017) Maitiniyazi Maimaitijiang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Predicting cover crop biomass by lightweight UAS-based RGB and NIR photography: an applied photogrammetric approach

(2017) Lukas Roth et al.   PRECISION AGRICULTURE

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

(2017) Salman H. Khan et al.   IEEE Transactions on Neural Networks and Learning Systems

Poppy Crop Height and Capsule Volume Estimation from a Single UAS Flight

(2017) Faheem Iqbal et al.   Remote Sensing

Dense Canopy Height Model from a low-cost photogrammetric platform and LiDAR data

(2016) Mónica Herrero-Huerta et al.   TREES-STRUCTURE AND FUNCTION

Vineyard yield estimation by automatic 3D bunch modelling in field conditions

(2015) Mónica Herrero-Huerta et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimating chlorophyll with thermal and broadband multispectral high resolution imagery from an unmanned aerial system using relevance vector machines for precision agriculture

(2015) Manal Elarab et al.   International Journal of Applied Earth Observation and Geoinformation

Fusion of Plant Height and Vegetation Indices for the Estimation of Barley Biomass

(2015) Nora Tilly et al.   Remote Sensing

Vicarious radiometric calibration of a multispectral sensor from an aerial trike applied to precision agriculture

(2014) Mónica Herrero-Huerta et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Spatial Co-Registration of Ultra-High Resolution Visible, Multispectral and Thermal Images Acquired with a Micro-UAV over Antarctic Moss Beds

(2014) Darren Turner et al.   Remote Sensing

Estimating Biomass of Barley Using Crop Surface Models (CSMs) Derived from UAV-Based RGB Imaging

(2014) Juliane Bendig et al.   Remote Sensing

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

Development of a UAV-LiDAR System with Application to Forest Inventory

(2012) Luke Wallace et al.   Remote Sensing

A unifying view on dataset shift in classification

(2011) Jose G. Moreno-Torres et al.   PATTERN RECOGNITION

Phenomics – technologies to relieve the phenotyping bottleneck

(2011) Robert T. Furbank et al.   TRENDS IN PLANT SCIENCE

A lightweight approach to repairing digitized polygon meshes

(2010) Marco Attene   VISUAL COMPUTER