Rice bacterial blight resistant cultivar selection based on visible/near-infrared spectrum and deep learning

L-CSMS: novel lightweight network for plant disease severity recognition

(2021) Shao Xiang et al.   Journal of Plant Diseases and Protection

Early Detection of Plant Viral Disease Using Hyperspectral Imaging and Deep Learning

(2021) Canh Nguyen et al.   SENSORS

Identification and classification of Asian soybean rust using leaf-based hyperspectral reflectance

(2021) Renato Herrig Furlanetto et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A vegetable disease recognition model for complex background based on region proposal and progressive learning

(2021) Ji Zhou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Leaf area index estimation model for UAV image hyperspectral data based on wavelength variable selection and machine learning methods

(2021) Juanjuan Zhang et al.   Plant Methods

Ganoderma boninense Disease Detection by Near-Infrared Spectroscopy Classification: A Review

(2021) Mas Ira Syafila Mohd Hilmi Tan et al.   SENSORS

Predicting Water Stress in Wild Blueberry Fields Using Airborne Visible and Near Infrared Imaging Spectroscopy

(2021) Catherine Chan et al.   Remote Sensing

A real-time approach of diagnosing rice leaf disease using deep learning-based faster R-CNN framework

(2021) Bifta Sama Bari et al.   PeerJ Computer Science

A review of deep learning used in the hyperspectral image analysis for agriculture

(2021) Chunying Wang et al.   ARTIFICIAL INTELLIGENCE REVIEW

Genome-wide association study and transcriptome analysis discover new genes for bacterial leaf blight resistance in rice (Oryza sativa L.)

(2021) Xinyue Shu et al.   BMC PLANT BIOLOGY

Plant diseases recognition on images using convolutional neural networks: A systematic review

(2021) André Abade et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Tomato plant disease detection using transfer learning with C-GAN synthetic images

(2021) Amreen Abbas et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Development of markers for identification and maker-assisted breeding of Xa7 gene in rice (Oryza sativa L.)

(2021) Pengcheng Liu et al.   EUPHYTICA

Detection of chlorpyrifos and carbendazim residues in the cabbage using visible/near-infrared spectroscopy combined with chemometrics

(2021) Yi Lu et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

UAVs for Vegetation Monitoring: Overview and Recent Scientific Contributions

(2021) Ana I. de Castro et al.   Remote Sensing

Hyperspectral imaging technology combined with deep learning for hybrid okra seed identification

(2021) Zeyu Yu et al.   BIOSYSTEMS ENGINEERING

Image processing and prediction of leaf area in cereals: A comparison of Artificial Neural Networks, Adaptive Neuro‐Fuzzy Inference System, and Regression methods

(2020) Hossein Sabouri et al.   CROP SCIENCE

Evaluating the suitability of hyper- and multispectral imaging to detect foliar symptoms of the grapevine trunk disease Esca in vineyards

(2020) Nele Bendel et al.   Plant Methods

Development of Spectral Disease Indices for Southern Corn Rust Detection and Severity Classification

(2020) Ran Meng et al.   Remote Sensing

Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox

(2020) Behnood Rasti et al.   IEEE Geoscience and Remote Sensing Magazine

PD2SE-Net: Computer-assisted plant disease diagnosis and severity estimation network

(2019) Qiaokang Liang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant disease identification from individual lesions and spots using deep learning

(2019) Jayme Garcia Arnal Barbedo   BIOSYSTEMS ENGINEERING

Rapid and Nondestructive Measurement of Rice Seed Vitality of Different Years Using Near-Infrared Hyperspectral Imaging

(2019) Xiantao He et al.   MOLECULES

Monitoring plant diseases and pests through remote sensing technology: A review

(2019) Jingcheng Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Broad-spectrum resistance to bacterial blight in rice using genome editing

(2019) Ricardo Oliva et al.   NATURE BIOTECHNOLOGY

Plant Disease Detection and Classification by Deep Learning

(2019) Saleem et al.   Plants-Basel

Understanding sheath blight resistance in rice: the road behind and the road ahead

(2019) Kutubuddin A. Molla et al.   PLANT BIOTECHNOLOGY JOURNAL

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Dimensionality Reduction of Hyperspectral Imagery Based on Spatial–Spectral Manifold Learning

(2019) Hong Huang et al.   IEEE Transactions on Cybernetics

Deep Visual Attention Prediction

(2018) Wenguan Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Non-destructive estimation of the leaf weight and leaf area in cacao ( Theobroma cacao L.)

(2018) Juan Carlos Suárez Salazar et al.   SCIENTIA HORTICULTURAE

Discrimination of areas infected with coffee leaf rust using a vegetation index

(2018) Naoya Katsuhama et al.   Remote Sensing Letters

Identification of Hybrid Okra Seeds Based on Near-Infrared Hyperspectral Imaging Technology

(2018) Jinnuo Zhang et al.   Applied Sciences-Basel

Improved classification accuracy of powdery mildew infection levels of wine grapes by spatial-spectral analysis of hyperspectral images

(2017) Uwe Knauer et al.   Plant Methods

Non-destructive estimation of leaf area of durian ( Durio zibethinus ) – An artificial neural network approach

(2017) Kishor Kumar M et al.   SCIENTIA HORTICULTURAE

Hyperspectral Imaging for Determining Pigment Contents in Cucumber Leaves in Response to Angular Leaf Spot Disease

(2016) Yan-Ru Zhao et al.   Scientific Reports

Quantitative Trait Loci Mapping for Bacterial Blight Resistance in Rice Using Bulked Segregant Analysis

(2014) Xueying Han et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Huanglongbing (Citrus Greening) Detection Using Visible, Near Infrared and Thermal Imaging Techniques

(2013) Sindhuja Sankaran et al.   SENSORS

Intelligent multi-sensor system for the detection and treatment of fungal diseases in arable crops

(2011) D. Moshou et al.   BIOSYSTEMS ENGINEERING

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

Plant Disease Severity Estimated Visually, by Digital Photography and Image Analysis, and by Hyperspectral Imaging

(2010) C. H. Bock et al.   CRITICAL REVIEWS IN PLANT SCIENCES