On-The-Go Hyperspectral Imaging Under Field Conditions and Machine Learning for the Classification of Grapevine Varieties

Cultivar classification of Apulian olive oils: Use of artificial neural networks for comparing NMR, NIR and merceological data

(2017) Giulio Binetti et al.   FOOD CHEMISTRY

Unsupervised domain adaptation for early detection of drought stress in hyperspectral images

(2017) P. Schmitter et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Illumination compensation in ground based hyperspectral imaging

(2017) Alexander Wendel et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Efficient in-field plant phenomics for row-crops with an autonomous ground vehicle

(2017) James Underwood et al.   Journal of Field Robotics

Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards

(2017) Suchet Bargoti et al.   Journal of Field Robotics

Detection of pits in fresh and frozen cherries using a hyperspectral system in transmittance mode

(2017) Anna Siedliska et al.   JOURNAL OF FOOD ENGINEERING

A method for automatic segmentation and splitting of hyperspectral images of raspberry plants collected in field conditions

(2017) Dominic Williams et al.   Plant Methods

Evaluation of the nitrogen content during the new-shoot-growing stage in apple leaves using two-dimensional correlation spectroscopy

(2017) Lulu Gao et al.   PLoS One

Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models

(2017) Huanhuan Yuan et al.   Remote Sensing

Opportunities and Constraints in Characterizing Landscape Distribution of an Invasive Grass from Very High Resolution Multi-Spectral Imagery

(2017) Iryna Dronova et al.   Frontiers in Plant Science

Mathematical Modeling and Optimizing of in Vitro Hormonal Combination for G × N15 Vegetative Rootstock Proliferation Using Artificial Neural Network-Genetic Algorithm (ANN-GA)

(2017) Mohammad M. Arab et al.   Frontiers in Plant Science

Classification and Authentication of Barley (Hordeum vulgare) Malt Varieties: Combining Attenuated Total Reflectance Mid-infrared Spectroscopy with Chemometrics

(2016) K. Porker et al.   Food Analytical Methods

Hyperspectral Image-Based Variety Discrimination of Maize Seeds by Using a Multi-Model Strategy Coupled with Unsupervised Joint Skewness-Based Wavelength Selection Algorithm

(2016) Sai Yang et al.   Food Analytical Methods

Pampered inside, pestered outside? Differences and similarities between plants growing in controlled conditions and in the field

(2016) Hendrik Poorter et al.   NEW PHYTOLOGIST

Data Mining and NIR Spectroscopy in Viticulture: Applications for Plant Phenotyping under Field Conditions

(2016) Salvador Gutiérrez et al.   SENSORS

A Machine Learning Approach to Predict Gene Regulatory Networks in Seed Development in Arabidopsis

(2016) Ying Ni et al.   Frontiers in Plant Science

Multicolor Fluorescence Imaging as a Candidate for Disease Detection in Plant Phenotyping

(2016) María L. Pérez-Bueno et al.   Frontiers in Plant Science

Plant phenotyping: from bean weighing to image analysis

(2015) Achim Walter et al.   Plant Methods

Identification of pummelo cultivars by using Vis/NIR spectra and pattern recognition methods

(2015) Xun-lan Li et al.   PRECISION AGRICULTURE

Hyperspectral and Thermal Imaging of Oilseed Rape (Brassica napus) Response to Fungal Species of the Genus Alternaria

(2015) Piotr Baranowski et al.   PLoS One

Support Vector Machine and Artificial Neural Network Models for the Classification of Grapevine Varieties Using a Portable NIR Spectrophotometer

(2015) Salvador Gutiérrez et al.   PLoS One

Automatic discrimination of grapevine (Vitis vinifera L.) clones using leaf hyperspectral imaging and partial least squares

(2014) A. M. FERNANDES et al.   JOURNAL OF AGRICULTURAL SCIENCE

Translational research: from pot to plot

(2014) Hilde Nelissen et al.   PLANT BIOTECHNOLOGY JOURNAL

Identification of grapevine varieties using leaf spectroscopy and partial least squares

(2013) Maria P. Diago et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Agricultural Robotics: Unmanned Robotic Service Units in Agricultural Tasks

(2013) Fernando Alfredo Auat Cheein et al.   IEEE Industrial Electronics Magazine

Non-destructive characterization and quality control of intact strawberries based on NIR spectral data

(2011) María-Teresa Sánchez et al.   JOURNAL OF FOOD ENGINEERING

Plant detection and mapping for agricultural robots using a 3D LIDAR sensor

(2011) Ulrich Weiss et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

An extensive study of the genetic diversity within seven French wine grape variety collections

(2010) Frédérique Pelsy et al.   THEORETICAL AND APPLIED GENETICS