Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants

Improvement of Lesion Phenotyping in Cercospora beticola–Sugar Beet Interaction by Hyperspectral Imaging

(2016) Marlene Leucker et al.   PHYTOPATHOLOGY

Plant Disease Detection by Imaging Sensors – Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping

(2016) Anne-Katrin Mahlein   PLANT DISEASE

Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions

(2015) Matheus Kuska et al.   Plant Methods

Plant phenotyping: from bean weighing to image analysis

(2015) Achim Walter et al.   Plant Methods

Image-based phenotyping of plant disease symptoms

(2015) Andrew M. Mutka et al.   Frontiers in Plant Science

Metro Maps of Plant Disease Dynamics—Automated Mining of Differences Using Hyperspectral Images

(2015) Mirwaes Wahabzada et al.   PLoS One

A review of advanced machine learning methods for the detection of biotic stress in precision crop protection

(2014) Jan Behmann et al.   PRECISION AGRICULTURE

A Review of Imaging Techniques for Plant Phenotyping

(2014) Lei Li et al.   SENSORS

Future Scenarios for Plant Phenotyping

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

Probabilistic topic models

(2012) David M. Blei   COMMUNICATIONS OF THE ACM

Control of foliar diseases in barley: towards an integrated approach

(2012) Dale R. Walters et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

Recent advances in sensing plant diseases for precision crop protection

(2012) Anne-Katrin Mahlein et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis

(2012) Christoph Römer et al.   FUNCTIONAL PLANT BIOLOGY

Hyperspectral imaging for small-scale analysis of symptoms caused by different sugar beet diseases

(2012) Anne-Katrin Mahlein et al.   Plant Methods

Descriptive matrix factorization for sustainability Adopting the principle of opposites

(2011) Christian Thurau et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Non-invasive approaches for phenotyping of enhanced performance traits in bean

(2011) Uwe Rascher et al.   FUNCTIONAL PLANT BIOLOGY

Phenomics – technologies to relieve the phenotyping bottleneck

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

Review of commonly used remote sensing and ground-based technologies to measure plant water stress

(2011) M Govender et al.   WATER SA

Phenomics: the next challenge

(2010) David Houle et al.   NATURE REVIEWS GENETICS

CUR matrix decompositions for improved data analysis

(2009) Michael W. Mahoney et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing

(2008) Chris Ding et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Retrieval of chlorophyll concentration from leaf reflectance spectra using wavelet analysis

(2007) G BLACKBURN et al.   REMOTE SENSING OF ENVIRONMENT