Estimation of vegetation indices for high-throughput phenotyping of wheat using aerial imaging

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

(2018) Jordan Ubbens et al.   Plant Methods

Aerial Images and Convolutional Neural Network for Cotton Bloom Detection

(2018) Rui Xu et al.   Frontiers in Plant Science

Mapping drought-impacted vegetation stress in California using remote sensing

(2017) Mahesh Rao et al.   GIScience & Remote Sensing

Fine-grained recognition of plants from images

(2017) Milan Šulc et al.   Plant Methods

TasselNet: counting maize tassels in the wild via local counts regression network

(2017) Hao Lu et al.   Plant Methods

Panicle-SEG: a robust image segmentation method for rice panicles in the field based on deep learning and superpixel optimization

(2017) Xiong Xiong et al.   Plant Methods

Comparative Performance of Ground vs. Aerially Assessed RGB and Multispectral Indices for Early-Growth Evaluation of Maize Performance under Phosphorus Fertilization

(2017) Adrian Gracia-Romero et al.   Frontiers in Plant Science

High-Throughput Phenotyping of Plant Height: Comparing Unmanned Aerial Vehicles and Ground LiDAR Estimates

(2017) Simon Madec et al.   Frontiers in Plant Science

Deep Plant Phenomics: A Deep Learning Platform for Complex Plant Phenotyping Tasks

(2017) Jordan R. Ubbens et al.   Frontiers in Plant Science

Deep machine learning provides state-of-the-art performance in image-based plant phenotyping

(2017) Michael P. Pound et al.   GigaScience

Leaf aging of Amazonian canopy trees as revealed by spectral and physiochemical measurements

(2016) Cecilia Chavana-Bryant et al.   NEW PHYTOLOGIST

Application of unmanned aerial systems for high throughput phenotyping of large wheat breeding nurseries

(2016) Atena Haghighattalab et al.   Plant Methods

Using Deep Learning for Image-Based Plant Disease Detection

(2016) Sharada P. Mohanty et al.   Frontiers in Plant Science

UAVs challenge to assess water stress for sustainable agriculture

(2015) J. Gago et al.   AGRICULTURAL WATER MANAGEMENT

Sensitivity analysis of vegetation indices to drought over two tallgrass prairie sites

(2015) Rajen Bajgain et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

A red-edge spectral index for remote sensing estimation of green LAI over agroecosystems

(2013) J. Delegido et al.   EUROPEAN JOURNAL OF AGRONOMY

Strategy for the Development of a Smart NDVI Camera System for Outdoor Plant Detection and Agricultural Embedded Systems

(2013) Volker Dworak et al.   SENSORS

Twenty five years of remote sensing in precision agriculture: Key advances and remaining knowledge gaps

(2012) David J. Mulla   BIOSYSTEMS ENGINEERING

The application of small unmanned aerial systems for precision agriculture: a review

(2012) Chunhua Zhang et al.   PRECISION AGRICULTURE

Use of normalised difference vegetation index, nitrogen concentration, and total nitrogen content of whole maize plant and plant fractions to estimate yield and nutritive value of hybrid forage maize

(2011) M. R. Islam et al.   Crop & Pasture Science

Application of Vegetation Indices for Agricultural Crop Yield Prediction Using Neural Network Techniques

(2010) Sudhanshu Sekhar Panda et al.   Remote Sensing