Citation Impact
Citing Papers
A bibliometric and thematic approach to agriculture 4.0
2022 Standout
Plant diseases and pests detection based on deep learning: a review
2021 Standout
On the verge of the market – Plant factories for the automated and standardized production of biopharmaceuticals
2020
Machine learning in agriculture domain: A state-of-art survey
2021 Standout
Crop yield prediction using machine learning: A systematic literature review
2020 Standout
Plant disease identification using explainable 3D deep learning on hyperspectral images
2019
Smart farming using artificial intelligence: A review
2023 Standout
Plant phenotyping: from bean weighing to image analysis
2015
Current status and future challenges in implementing and upscaling vertical farming systems
2021 Standout
High throughput phenotyping to accelerate crop breeding and monitoring of diseases in the field
2017
Field high-throughput phenotyping: the new crop breeding frontier
2013 Standout
Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions
2015
Metro Maps of Plant Disease Dynamics—Automated Mining of Differences Using Hyperspectral Images
2015
Previsual symptoms of Xylella fastidiosa infection revealed in spectral plant-trait alterations
2018 Standout
Automated interpretation of 3D laserscanned point clouds for plant organ segmentation
2015
Machine Learning: Algorithms, Real-World Applications and Research Directions
2021 Standout
Machine Learning for High-Throughput Stress Phenotyping in Plants
2015
Using Deep Learning for Image-Based Plant Disease Detection
2016 Standout
Determining tree height and crown diameter from high-resolution UAV imagery
2016
A Review of Imaging Techniques for Plant Phenotyping
2014 Standout
Rice plant disease classification using color features: a machine learning paradigm
2020
Phenotyping plants: genes, phenes and machines
2012
Digitalization and AI in European Agriculture: A Strategy for Achieving Climate and Biodiversity Targets?
2021 Standout
Ground based hyperspectral imaging for extensive mango yield estimation
2018
Plant Disease Detection and Classification by Deep Learning
2019
Early Identification of Root Rot Disease by Using Hyperspectral Reflectance: The Case of Pathosystem Grapevine/Armillaria
2021
The Digital Agricultural Revolution: A Bibliometric Analysis Literature Review
2021
iPathology: Robotic Applications and Management of Plants and Plant Diseases
2017
Coverage Path Planning Optimization of Heterogeneous UAVs Group for Precision Agriculture
2023 Standout
Precision Farming at the Nexus of Agricultural Production and the Environment
2019
Assessing canopy PRI from airborne imagery to map water stress in maize
2013
An anatomization on breast cancer detection and diagnosis employing multi-layer perceptron neural network (MLP) and Convolutional neural network (CNN)
2020 Standout
Data Mining and Pattern Recognition in Agriculture
2013
Agricultural robots for field operations: Concepts and components
2016 Standout
Sensors and imaging techniques for the assessment of the delay of wheat senescence induced by fungicides
2013
On-Tree Mango Fruit Size Estimation Using RGB-D Images
2017
Plant Disease Recognition Model Based on Improved YOLOv5
2022 Standout
A systematic literature review on machine learning applications for sustainable agriculture supply chain performance
2020 Standout
Computer vision technology in agricultural automation —A review
2019 Standout
Advanced Modelling of Soil Organic Carbon Content in Coal Mining Areas Using Integrated Spectral Analysis: A Dengcao Coal Mine Case Study
2024 Standout
Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk
2019 Standout
Monitoring plant diseases and pests through remote sensing technology: A review
2019 Standout
The Digitalization of Agriculture and Rural Areas: Towards a Taxonomy of the Impacts
2021 Standout
Current and future applications of statistical machine learning algorithms for agricultural machine vision systems
2018
Strawberry Yield Prediction Based on a Deep Neural Network Using High-Resolution Aerial Orthoimages
2019
Perceived risks and vulnerabilities of employing digitalization and digital data in agriculture – Socially robust orientations from a transdisciplinary process
2022 Standout
Detection of leek white tip disease under field conditions using hyperspectral proximal sensing and supervised machine learning
2021
Plant Disease Detection by Imaging Sensors – Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping
2015 Standout
Artificial cognition for applications in smart agriculture: A comprehensive review
2020
Modern Trends in Hyperspectral Image Analysis: A Review
2018 Standout
Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review
2018 Standout
Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture
2020
Application of machine learning techniques in rice leaf disease detection
2021
IoT, Big Data, and Artificial Intelligence in Agriculture and Food Industry
2020 Standout
Picturing pathogen infection in plants
2016
Smart Farming Technology Trends: Economic and Environmental Effects, Labor Impact, and Adoption Readiness
2020
A review on weed detection using ground-based machine vision and image processing techniques
2019
In Situ 3D Segmentation of Individual Plant Leaves Using a RGB-D Camera for Agricultural Automation
2015
Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities
2020 Standout
A Recognition Method for Rice Plant Diseases and Pests Video Detection Based on Deep Convolutional Neural Network
2020 Standout
Deep learning in agriculture: A survey
2018 Standout
Wavelet-Based Rust Spectral Feature Set (WRSFs): A Novel Spectral Feature Set Based on Continuous Wavelet Transformation for Tracking Progressive Host–Pathogen Interaction of Yellow Rust on Wheat
2018
Works of Jan Behmann being referenced
Quantitative assessment of disease severity and rating of barley cultivars based on hyperspectral imaging in a non-invasive, automated phenotyping platform
2018
Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!
2019
Generation and application of hyperspectral 3D plant models: methods and challenges
2015
Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis
2012
DETECTION OF DISEASE SYMPTOMS ON HYPERSPECTRAL 3D PLANT MODELS
2016
Detection of early plant stress responses in hyperspectral images
2014
Specim IQ: Evaluation of a New, Miniaturized Handheld Hyperspectral Camera and Its Application for Plant Phenotyping and Disease Detection
2018
Low-Cost 3D Systems: Suitable Tools for Plant Phenotyping
2014
Comparison and Combination of Thermal, Fluorescence, and Hyperspectral Imaging for Monitoring Fusarium Head Blight of Wheat on Spikelet Scale
2019
DETECTION OF DISEASE SYMPTOMS ON HYPERSPECTRAL 3D PLANT MODELS
2016
Ordinal classification for efficient plant stress prediction in hyperspectral data
2014
A review of advanced machine learning methods for the detection of biotic stress in precision crop protection
2014
Calibration of hyperspectral close-range pushbroom cameras for plant phenotyping
2015
Plant disease detection by hyperspectral imaging: from the lab to the field
2017
In-Field Detection of Yellow Rust in Wheat on the Ground Canopy and UAV Scale
2019
Hyperspectral Sensors and Imaging Technologies in Phytopathology: State of the Art
2018
A Multi-Resolution Approach for an Automated Fusion of Different Low-Cost 3D Sensors
2014
Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective
2017