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

Phenotiki: an open software and hardware platform for affordable and easy image-based phenotyping of rosette-shaped plants

(2017) Massimo Minervini et al.   PLANT JOURNAL

Using a Structural Root System Model to Evaluate and Improve the Accuracy of Root Image Analysis Pipelines

(2017) Guillaume Lobet 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

A survey of image processing techniques for plant extraction and segmentation in the field

(2016) Esmael Hamuda et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation

(2016) Hongyuan Zhu et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Finely-grained annotated datasets for image-based plant phenotyping

(2016) Massimo Minervini et al.   PATTERN RECOGNITION LETTERS

Using Deep Learning for Image-Based Plant Disease Detection

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

Deep learning

(2015) Yann LeCun et al.   NATURE

Functional–structural plant models: a growing paradigm for plant studies

(2014) Risto Sievänen et al.   ANNALS OF BOTANY

Simulation of image acquisition in machine vision dedicated to seedling elongation to validate image processing root segmentation algorithms

(2014) Landry Benoit et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Image-based plant phenotyping with incremental learning and active contours

(2013) Massimo Minervini et al.   Ecological Informatics

An online database for plant image analysis software tools

(2013) Guillaume Lobet et al.   Plant Methods

Computational models of plant development and form

(2012) Przemyslaw Prusinkiewicz et al.   NEW PHYTOLOGIST

Rosette Tracker: An Open Source Image Analysis Tool for Automatic Quantification of Genotype Effects

(2012) J. De Vylder et al.   PLANT PHYSIOLOGY

L-Py: An L-System Simulation Framework for Modeling Plant Architecture Development Based on a Dynamic Language

(2012) Frédéric Boudon et al.   Frontiers in Plant Science

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 dynamic root system growth model based on L-Systems

(2010) Daniel Leitner et al.   PLANT AND SOIL

The rule-based language XL and the modelling environment GroIMP illustrated with simulated tree competition

(2008) Reinhard Hemmerling et al.   FUNCTIONAL PLANT BIOLOGY

OpenAlea: a visual programming and component-based software platform for plant modelling

(2008) Christophe Pradal et al.   FUNCTIONAL PLANT BIOLOGY