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

High throughput phenotyping of cotton plant height using depth images under field conditions

(2016) Yu Jiang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant high-throughput phenotyping using photogrammetry and imaging techniques to measure leaf length and rosette area

(2016) Nan An et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Development of a field-based high-throughput mobile phenotyping platform

(2016) Jared Barker et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A multi-sensor system for high throughput field phenotyping in soybean and wheat breeding

(2016) Geng Bai et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine Learning and Computer Vision System for Phenotype Data Acquisition and Analysis in Plants

(2016) Pedro Navarro et al.   SENSORS

Machine Learning for High-Throughput Stress Phenotyping in Plants

(2016) Arti Singh et al.   TRENDS IN PLANT SCIENCE

The image segmentation based on optimized spatial feature of superpixel

(2015) Xiaolin Tian et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Automated phenotyping of plant shoots using imaging methods for analysis of plant stress responses – a review

(2015) Jan F Humplík et al.   Plant Methods

Dissecting the Phenotypic Components of Crop Plant Growth and Drought Responses Based on High-Throughput Image Analysis

(2014) Dijun Chen et al.   PLANT CELL

Future Scenarios for Plant Phenotyping

(2013) Fabio Fiorani et al.   Annual Review of Plant Biology

A segmentation procedure using colour features applied to images of Arabidopsis thaliana

(2013) Ruben Ispiryan et al.   FUNCTIONAL PLANT BIOLOGY

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

(2013) Sébastien Tisné et al.   PLANT JOURNAL

Field high-throughput phenotyping: the new crop breeding frontier

(2013) José Luis Araus et al.   TRENDS IN PLANT SCIENCE

On the use of depth camera for 3D phenotyping of entire plants

(2012) Yann Chéné et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

From Databases to Big Data

(2012) Sam Madden   IEEE INTERNET COMPUTING

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Digital repeat photography for phenological research in forest ecosystems

(2011) Oliver Sonnentag et al.   AGRICULTURAL AND FOREST METEOROLOGY

HTPheno: An image analysis pipeline for high-throughput plant phenotyping

(2011) Anja Hartmann et al.   BMC BIOINFORMATICS

A growth phenotyping pipeline for Arabidopsis thaliana integrating image analysis and rosette area modeling for robust quantification of genotype effects

(2011) Samuel Arvidsson et al.   NEW PHYTOLOGIST

Phenomics – technologies to relieve the phenotyping bottleneck

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

Measurement of Tomato Leaf Area Using Computer Image Processing Technology

(2010) An Dengkui et al.   Sensor Letters

High throughput phenotyping of root growth dynamics, lateral root formation, root architecture and root hair development enabled by PlaRoM

(2009) Nima Yazdanbakhsh et al.   FUNCTIONAL PLANT BIOLOGY

Monitoring Plant Phenology Using Digital Repeat Photography

(2008) Michael A. Crimmins et al.   ENVIRONMENTAL MANAGEMENT