Hyperspectral image analysis techniques for the detection and classification of the early onset of plant disease and stress

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

(2016) Anne-Katrin Mahlein   PLANT DISEASE

Machine Learning for High-Throughput Stress Phenotyping in Plants

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

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

(2015) Matheus Kuska et al.   Plant Methods

Detection of Powdery Mildew in Two Winter Wheat Plant Densities and Prediction of Grain Yield Using Canopy Hyperspectral Reflectance

(2015) Xueren Cao et al.   PLoS One

Detection of early plant stress responses in hyperspectral images

(2014) Jan Behmann et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Developing Two Spectral Disease Indices for Detection of Wheat Leaf Rust (Pucciniatriticina)

(2014) Davoud Ashourloo et al.   Remote Sensing

Water stress detection based on optical multisensor fusion with a least squares support vector machine classifier

(2013) Dimitrios Moshou et al.   BIOSYSTEMS ENGINEERING

Spectral analysis of winter wheat leaves for detection and differentiation of diseases and insects

(2013) Lin Yuan et al.   FIELD CROPS RESEARCH

Detecting powdery mildew of winter wheat using leaf level hyperspectral measurements

(2012) Jing-Cheng Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

(2012) Christoph Römer et al.   FUNCTIONAL PLANT BIOLOGY

Evaluation of Visible-Near Infrared Reflectance Spectra of Avocado Leaves as a Non-destructive Sensing Tool for Detection of Laurel Wilt

(2012) Sindhuja Sankaran et al.   PLANT DISEASE

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

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

Development of spectral indices for detecting and identifying plant diseases

(2012) A.-K. Mahlein et al.   REMOTE SENSING OF ENVIRONMENT

Crop losses due to diseases and their implications for global food production losses and food security

(2012) Serge Savary et al.   Food Security

Early detection of Fusarium infection in wheat using hyper-spectral imaging

(2011) E. Bauriegel et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

What Is a Savitzky-Golay Filter? [Lecture Notes]

(2011) Ronald Schafer   IEEE SIGNAL PROCESSING MAGAZINE

Early detection and classification of plant diseases with Support Vector Machines based on hyperspectral reflectance

(2010) T. Rumpf et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection of citrus canker using hyperspectral reflectance imaging with spectral information divergence

(2009) Jianwei Qin et al.   JOURNAL OF FOOD ENGINEERING