Related references
Note: Only part of the references are listed.Application of a low-cost RGB sensor to detect basil (Ocimum basilicumL.) nutritional status at pilot scale level
Massimo Brambilla et al.
PRECISION AGRICULTURE (2021)
Deep learning for classification and severity estimation of coffee leaf biotic stress
Jose G. M. Esgario et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)
A low-cost smartphone controlled sensor based on image analysis for estimating whole-plant tissue nitrogen (N) content in floriculture crops
Ranjeeta Adhikari et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)
Hyperspectral imaging combined with machine learning as a tool to obtain high-throughput plant salt-stress phenotyping
Xuping Feng et al.
PLANT JOURNAL (2020)
Monitoring Plant Status and Fertilization Strategy through Multispectral Images
Matheus Cardim Ferreira Lima et al.
SENSORS (2020)
Water stress altered photosynthesis-vegetation index relationships for winter wheat
Qian Liu et al.
AGRONOMY JOURNAL (2020)
Drought Stress Detection Using Low-Cost Computer Vision Systems and Machine Learning Techniques
Paula Ramos-Giraldo et al.
IT PROFESSIONAL (2020)
Spectral Reflectance Characteristics and Chlorophyll Content Estimation Model of Quercus aquifolioides Leaves at Different Altitudes in Sejila Mountain
Jiyou Zhu et al.
APPLIED SCIENCES-BASEL (2020)
A comprehensive survey on support vector machine classification: Applications, challenges and trends
Jair Cervantes et al.
NEUROCOMPUTING (2020)
Smartphone-based detection of leaf color levels in rice plants
Ming Tao et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)
In-field proximal sensing of septoria tritici blotch, stripe rust and brown rust in winter wheat by means of reflectance and textural features from multispectral imagery
Romain Bebronne et al.
BIOSYSTEMS ENGINEERING (2020)
Performances of Vegetation Indices on Paddy Rice at Elevated Air Temperature, Heat Stress, and Herbicide Damage
Jae-Hyun Ryu et al.
REMOTE SENSING (2020)
Development of Spectral Disease Indices for Southern Corn Rust Detection and Severity Classification
Ran Meng et al.
REMOTE SENSING (2020)
Thermal imaging and multivariate techniques for characterizing and screening wheat genotypes under water stress condition
Koushik Banerjee et al.
ECOLOGICAL INDICATORS (2020)
Detection of crown rot in wheat utilising near-infrared spectroscopy: towards remote and robotic sensing
Jacob Humpal et al.
AUTONOMOUS AIR AND GROUND SENSING SYSTEMS FOR AGRICULTURAL OPTIMIZATION AND PHENOTYPING V (2020)
Laser-induced fluorescence spectroscopy for early disease detection in grapefruit plants
M. Saleem et al.
PHOTOCHEMICAL & PHOTOBIOLOGICAL SCIENCES (2020)
The accuracy and utility of a low cost thermal camera and smartphone-based system to assess grapevine water status
Paul R. Petrie et al.
BIOSYSTEMS ENGINEERING (2019)
Multispectral imaging for presymptomatic analysis of light leaf spot in oilseed rape
Charles Veys et al.
PLANT METHODS (2019)
Developing a spectral disease index for myrtle rust (Austropuccinia psidii)
R. H. J. Heim et al.
PLANT PATHOLOGY (2019)
Hyperspectral remote sensing of grapevine drought stress
M. Zovko et al.
PRECISION AGRICULTURE (2019)
Chlorophyll fluorescence imaging as a tool for analyzing the effects of chilling injury on tomato seedlings
Zhenfen Dong et al.
SCIENTIA HORTICULTURAE (2019)
A Systematic Review of Perception System and Simulators for Autonomous Vehicles Research
Francisca Rosique et al.
SENSORS (2019)
Modeling of solar energy systems using artificial neural network: A comprehensive review
Ammar H. Elsheikh et al.
SOLAR ENERGY (2019)
Potato Virus Y Detection in Seed Potatoes Using Deep Learning on Hyperspectral Images
Gerrit Polder et al.
FRONTIERS IN PLANT SCIENCE (2019)
The global burden of pathogens and pests on major food crops
Serge Savary et al.
NATURE ECOLOGY & EVOLUTION (2019)
Using Thermography to Confirm Genotypic Variation for Drought Response in Maize
Raphael A. C. N. Casari et al.
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2019)
Detection of Gray Mold Leaf Infections Prior to Visual Symptom Appearance Using a Five-Band Multispectral Sensor
Johannes Fahrentrapp et al.
FRONTIERS IN PLANT SCIENCE (2019)
A new low-cost portable multispectral optical device for precise plant status assessment
Goran Kitic et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)
Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform
Mohd Shahrimie Mohd Asaari et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)
Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range
Anna Brugger et al.
REMOTE SENSING (2019)
Smartphone-Based Paper Microfluidic Particulometry of Norovirus from Environmental Water Samples at the Single Copy Level
Soo Chung et al.
ACS OMEGA (2019)
Sensitivity of spectral vegetation indices for monitoring water stress in tomato plants
Samuel O. Ihuoma et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)
Phenotyping Plant Responses to Biotic Stress by Chlorophyll Fluorescence Imaging
Maria Luisa Perez-Bueno et al.
FRONTIERS IN PLANT SCIENCE (2019)
Fluorescence imaging for rapid monitoring of translocation behaviour of systemic markers in snap beans for automated crop/weed discrimination
Wen-Hao Su et al.
BIOSYSTEMS ENGINEERING (2019)
Development of thermography methodology for early diagnosis of fungal infection in table grapes: The case of Aspergillus carbonarius
N. Mastrodimos et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)
Plant Disease Detection and Classification by Deep Learning
Muhammad Hammad Saleem et al.
PLANTS-BASEL (2019)
Review and evaluation of color spaces for image/video compression
Samruddhi Y. Kahu et al.
COLOR RESEARCH AND APPLICATION (2019)
Detection of peanut leaf spots disease using canopy hyperspectral reflectance
Tingting Chen et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)
Selection of a Spectral Index for Detection of Orange Spotting Disease in Oil Palm (Elaeis guineensis Jacq.) Using Red Edge and Neural Network Techniques
Kamlesh Golhani et al.
JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING (2019)
Clustering algorithms: A comparative approach
Mayra Z. Rodriguez et al.
PLOS ONE (2019)
Automatic Detection of Tulip Breaking Virus (TBV) Using a Deep Convolutional Neural Network
Gerrit Polder et al.
IFAC PAPERSONLINE (2019)
Diagnosis of Plant Cold Damage Based on Hyperspectral Imaging and Convolutional Neural Network
Wei Yang et al.
IEEE ACCESS (2019)
Chlorophyll fluorescence as a tool for nutrient status identification in rapeseed plants
Hazem M. Kalaji et al.
PHOTOSYNTHESIS RESEARCH (2018)
Early Identification of Herbicide Stress in Soybean (Glycine max (L.) Merr.) Using Chlorophyll Fluorescence Imaging Technology
Hui Li et al.
SENSORS (2018)
A brief introduction to weakly supervised learning
Zhi-Hua Zhou
NATIONAL SCIENCE REVIEW (2018)
Plant temperature-based indices using infrared thermography for detecting water status in sesame under greenhouse conditions
Azar Khorsandi et al.
AGRICULTURAL WATER MANAGEMENT (2018)
Deep learning models for plant disease detection and diagnosis
Konstantinos P. Ferentinos
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)
An explainable deep machine vision framework for plant stress phenotyping
Sambuddha Ghosal et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2018)
Extending Fluspect to simulate xanthophyll driven leaf reflectance dynamics
Nastassia Vilfan et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Specim IQ: Evaluation of a New, Miniaturized Handheld Hyperspectral Camera and Its Application for Plant Phenotyping and Disease Detection
Jan Behmann et al.
SENSORS (2018)
Supervised Classification of RGB Aerial Imagery to Evaluate the Impact of a Root Rot Disease
Chakradhar Mattupalli et al.
REMOTE SENSING (2018)
Smartphone near infrared monitoring of plant stress
Soo Chung et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)
A recognition method for cucumber diseases using leaf symptom images based on deep convolutional neural network
Juncheng Ma et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)
Machine Learning in Agriculture: A Review
Konstantinos G. Liakos et al.
SENSORS (2018)
Can Deep Learning Identify Tomato Leaf Disease?
Keke Zhang et al.
ADVANCES IN MULTIMEDIA (2018)
Use of multicolour fluorescence imaging for diagnosis of bacterial and fungal infection on zucchini by implementing machine learning
Monica Pineda et al.
FUNCTIONAL PLANT BIOLOGY (2017)
Deep Convolutional Neural Network for Inverse Problems in Imaging
Kyong Hwan Jin et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2017)
POINTS OF SIGNIFICANCE Principal component analysis
Jake Lever et al.
NATURE METHODS (2017)
Identification of rice diseases using deep convolutional neural networks
Yang Lu et al.
NEUROCOMPUTING (2017)
An ELISA method to identify the phytotoxic Pseudomonas syringae pv. actinidiae exopolysaccharides: A tool for rapid immunochemical detection of kiwifruit bacterial canker
Alessio Cimmino et al.
PHYTOCHEMISTRY LETTERS (2017)
Molecular and Biological Characterization of Tomato mottle mosaic virus and Development of RT-PCR Detection
Xuelian Sui et al.
PLANT DISEASE (2017)
Hyperspectral image analysis techniques for the detection and classification of the early onset of plant disease and stress
Amy Lowe et al.
PLANT METHODS (2017)
A real-time phenotyping framework using machine learning for plant stress severity rating in soybean
Hsiang Sing Naik et al.
PLANT METHODS (2017)
Crop health and its global impacts on the components of food security
S. Savary et al.
FOOD SECURITY (2017)
Chlorophyll Fluorescence Imaging Uncovers Photosynthetic Fingerprint of Citrus Huanglongbing
Haiyan Cen et al.
FRONTIERS IN PLANT SCIENCE (2017)
High Throughput In vivo Analysis of Plant Leaf Chemical Properties Using Hyperspectral Imaging
Piyush Pandey et al.
FRONTIERS IN PLANT SCIENCE (2017)
Automatic Image-Based Plant Disease Severity Estimation Using Deep Learning
Guan Wang et al.
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2017)
An in-field automatic wheat disease diagnosis system
Jiang Lu et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2017)
Early detection of water stress in maize based on digital images
Zhuang Shuo et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2017)
Automatic plant disease diagnosis using mobile capture devices, applied on a wheat use case
Alexander Johannes et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2017)
Deep Learning for Tomato Diseases: Classification and Symptoms Visualization
Mohammed Brahimi et al.
APPLIED ARTIFICIAL INTELLIGENCE (2017)
Plant species classification using deep convolutional neural network
Mads Dyrmann et al.
BIOSYSTEMS ENGINEERING (2016)
The detection of hydrogen peroxide involved in plant virus infection by fluorescence spectroscopy
Rong Lei et al.
LUMINESCENCE (2016)
Rapid emergence of pathogens in agro-ecosystems: global threats to agricultural sustainability and food security
Bruce A. McDonald et al.
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2016)
Machine Learning for Plant Phenotyping Needs Image Processing
Sotirios A. Tsaftaris et al.
TRENDS IN PLANT SCIENCE (2016)
Machine Learning for High-Throughput Stress Phenotyping in Plants
Arti Singh et al.
TRENDS IN PLANT SCIENCE (2016)
Using Deep Learning for Image-Based Plant Disease Detection
Sharada P. Mohanty et al.
FRONTIERS IN PLANT SCIENCE (2016)
Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification
Srdjan Sladojevic et al.
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2016)
A system for diagnosis of wheat leaf diseases based on Android smartphone
Xinhua Xie et al.
OPTICAL MEASUREMENT TECHNOLOGY AND INSTRUMENTATION (2016)
Hyperspectral imaging system for disease scanning on banana plants
Daniel Ochoa et al.
SENSING FOR AGRICULTURE AND FOOD QUALITY AND SAFETY VIII (2016)
Detection of mosaic virus disease in cassava plants by sunlight-induced fluorescence imaging: a pilot study for proximal sensing
Sadasivan Nair Raji et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2015)
Color sensing and image processing-based automatic soybean plant foliar disease severity detection and estimation
Sourabh Shrivastava et al.
MULTIMEDIA TOOLS AND APPLICATIONS (2015)
Salt stress alters the cell wall polysaccharides and anatomy of coffee (Coffea arabica L.) leaf cells
Rogerio Barbosa de Lima et al.
CARBOHYDRATE POLYMERS (2014)
Comparison between wavelet spectral features and conventional spectral features in detecting yellow rust for winter wheat
Jingcheng Zhang et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2014)
New Optimized Spectral Indices for Identifying and Monitoring Winter Wheat Diseases
Wenjiang Huang et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)
Detection of early plant stress responses in hyperspectral images
Jan Behmann et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2014)
Fusion of sensor data for the detection and differentiation of plant diseases in cucumber
C. A. Berdugo et al.
PLANT PATHOLOGY (2014)
Identification of nutrient deficiency in maize and tomato plants by in vivo chlorophyll a fluorescence measurements
Hazem M. Kalaji et al.
PLANT PHYSIOLOGY AND BIOCHEMISTRY (2014)
Developing Two Spectral Disease Indices for Detection of Wheat Leaf Rust (Pucciniatriticina)
Davoud Ashourloo et al.
REMOTE SENSING (2014)
Advanced Multi-Color Fluorescence Imaging System for Detection of Biotic and Abiotic Stresses in Leaves
Stefanie Konanz et al.
AGRICULTURE-BASEL (2014)
Detection of powdery mildew in two winter wheat cultivars using canopy hyperspectral reflectance
Xueren Cao et al.
CROP PROTECTION (2013)
Chlorophyll fluorescence analysis: a guide to good practice and understanding some new applications
E. H. Murchie et al.
JOURNAL OF EXPERIMENTAL BOTANY (2013)
Guarding the Green: Pathways to Stomatal Immunity
Katja Sawinski et al.
MOLECULAR PLANT-MICROBE INTERACTIONS (2013)
Development of spectral indices for detecting and identifying plant diseases
A. -K. Mahlein et al.
REMOTE SENSING OF ENVIRONMENT (2013)
Drought tolerance of passion fruit plants assessed by the OJIP chlorophyll a fluorescence transient
Marcos Thiago Gaudio Gomes et al.
SCIENTIA HORTICULTURAE (2012)
Intelligent multi-sensor system for the detection and treatment of fungal diseases in arable crops
D. Moshou et al.
BIOSYSTEMS ENGINEERING (2011)
Use of blue-green and chlorophyll fluorescence measurements for differentiation between nitrogen deficiency and pathogen infection in winter wheat
Kathrin Buerling et al.
JOURNAL OF PLANT PHYSIOLOGY (2011)
Content-based image retrieval using color and texture fused features
Jun Yue et al.
MATHEMATICAL AND COMPUTER MODELLING (2011)
Geographic distribution of plant pathogens in response to climate change
M. W. Shaw et al.
PLANT PATHOLOGY (2011)
Thermographic assessment of scab disease on apple leaves
E. -C. Oerke et al.
PRECISION AGRICULTURE (2011)
Early detection and classification of plant diseases with Support Vector Machines based on hyperspectral reflectance
T. Rumpf et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2010)
A New Flow Cytometry Technique to Identify Phaeomoniella chlamydospora Exopolysaccharides and Study Mechanisms of Esca Grapevine Foliar Symptoms
A. Andolfi et al.
PLANT DISEASE (2009)
Detection of citrus canker in citrus plants using laser induced fluorescence spectroscopy
Emery C. Lins et al.
PRECISION AGRICULTURE (2009)
Signature optical cues: Emerging technologies for monitoring plant health
Oi Wah Liew et al.
SENSORS (2008)
Metabolic consequences of susceptibility and resistance (race-specific and broad-spectrum) in barley leaves challenged with powdery mildew
Philip J. Swarbrick et al.
PLANT CELL AND ENVIRONMENT (2006)
Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
T Ojala et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2002)