Greenotyper: Image-Based Plant Phenotyping Using Distributed Computing and Deep Learning

Robust index-based semantic plant/background segmentation for RGB- images

(2020) Daniel Riehle et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Symbiosis genes show a unique pattern of introgression and selection within a Rhizobium leguminosarum species complex

(2020) Maria Izabel A. Cavassim et al.   Microbial Genomics

Breaking Free: the Genomics of Allopolyploidy-facilitated Niche Expansion in White Clover

(2019) Andrew G Griffiths et al.   PLANT CELL

Affordable remote monitoring of plant growth in facilities using Raspberry Pi computers

(2019) Brandin Grindstaff et al.   Applications in Plant Sciences

RIPPS: A Plant Phenotyping System for Quantitative Evaluation of Growth under Controlled Environmental Stress Conditions

(2018) Miki Fujita et al.   PLANT AND CELL PHYSIOLOGY

An automated, high-throughput plant phenotyping system using machine learning-based plant segmentation and image analysis

(2018) Unseok Lee et al.   PLoS One

Unsupervised Segmentation of Greenhouse Plant Images Based on Statistical Method

(2018) Ping Zhang et al.   Scientific Reports

Deep Learning: Individual Maize Segmentation From Terrestrial Lidar Data Using Faster R-CNN and Regional Growth Algorithms

(2018) Shichao Jin et al.   Frontiers in Plant Science

Deep phenotyping: deep learning for temporal phenotype/genotype classification

(2018) Sarah Taghavi Namin et al.   Plant Methods

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

A Robust Deep-Learning-Based Detector for Real-Time Tomato Plant Diseases and Pests Recognition

(2017) Alvaro Fuentes et al.   SENSORS

EasyPCC: Benchmark Datasets and Tools for High-Throughput Measurement of the Plant Canopy Coverage Ratio under Field Conditions

(2017) Wei Guo et al.   SENSORS

PlantCV v2: Image analysis software for high-throughput plant phenotyping

(2017) Malia A. Gehan et al.   PeerJ

Fitting Linear Mixed-Effects Models Usinglme4

(2015) Douglas Bates et al.   Journal of Statistical Software

Plant phenotyping: from bean weighing to image analysis

(2015) Achim Walter et al.   Plant Methods

Image-based plant phenotyping with incremental learning and active contours

(2013) Massimo Minervini et al.   Ecological Informatics

Dynamics of yield components and stevioside production in Stevia rebaudiana grown under different planting times, plant stands and harvest regime

(2013) Mordechai Serfaty et al.   INDUSTRIAL CROPS AND PRODUCTS

Phenoscope: an automated large-scale phenotyping platform offering high spatial homogeneity

(2013) Sébastien Tisné et al.   PLANT JOURNAL

Breeding Hevea brasiliensis for yield, growth and SALB resistance for high disease environments

(2012) Franck Rivano et al.   INDUSTRIAL CROPS AND PRODUCTS

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

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

Use of improved hue, luminance and saturation (IHLS) color space in the estimation of Nitrogen on tomato seedlings (Lycopersicon esculentum)

(2012) Gloria F. Mata-Donjuan   Scientific Research and Essays

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Early diagnostics of macronutrient deficiencies in three legume species by color image analysis

(2008) Marian Wiwart et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE