Papers citing Hyperspectral Imaging for Presymptomatic Detection of Tobacco Disease with Successive Projections Algorithm and Machine-learning Classifiers
Ageing human bone marrow mesenchymal stem cells have depleted NAD(P)H and distinct multispectral autofluorescence
GeroScience · 2020
Jared M. Campbell, Saabah B. Mahbub, Abbas Habibalahi, Sharon Paton, Stan Gronthos, Ewa Magdalena Goldys
Read original paper ↗ ·Predictive spectral analysis using an end-to-end deep model from hyperspectral images for high-throughput plant phenotyping
Computers and Electronics in Agriculture · 2020
Tanzeel U. Rehman, Dongdong Ma, Liangju Wang, Libo Zhang, Jian Jin
Read original paper ↗ ·Discrimination of elemental responsiveness to tumor chemotherapy by laser-induced breakdown spectroscopy coupled with chemometric methods
Laser Physics · 2020
Qingyu Lin, Hongyan Wei, Pengkun Yin, Yixiang Duan, Fang Bian
Read original paper ↗ ·The oat-crown rust pathosystem: an interaction of a plant, a pathogen, and time
University of Minnesota Digital Conservancy (University of Minnesota) · 2020
Ian McNish
Read original paper ↗ ·Modern Tools for Detection and Diagnosis of Plant Pathogens
Springer eBooks · 2020
Madhurababu Kunta, Jong‐Won Park, W. Evan Braswell, John V. da Graça, Perry Edwards
Read original paper ↗ ·Performance of deep learning vs machine learning in plant leaf disease detection
Microprocessors and Microsystems · 2020
R. Sujatha, Jyotir Moy Chatterjee, Noor Zaman Jhanjhi, Sarfraz Nawaz Brohi
Read original paper ↗ ·A study of starch content detection and the visualization of fresh-cut potato based on hyperspectral imaging
RSC Advances · 2021
Fuxiang Wang, Chunguang Wang, Shiyong Song
Read original paper ↗ ·Machine learning techniques for analysis of hyperspectral images to determine quality of food products: A review
Current Research in Food Science · 2021
Dhritiman Saha, Annamalai Manickavasagan
Read original paper ↗ ·Forecasting Plant and Crop Disease: An Explorative Study on Current Algorithms
Big Data and Cognitive Computing · 2021
Gianni Fenu, Francesca Maridina Malloci
Read original paper ↗ ·Early Detection of Plant Viral Disease Using Hyperspectral Imaging and Deep Learning
Sensors · 2021
Canh Nguyen, Vasit Sagan, Matthew Maimaitiyiming, Maitiniyazi Maimaitijiang, Sourav Bhadra, Misha T. Kwasniewski
Read original paper ↗ ·Identification and quantification of potassium (K+) deficiency in maize plants using an unmanned aerial vehicle and visible / near-infrared semi-professional digital camera
International Journal of Remote Sensing · 2021
Renato Herrig Furlanetto, Marcos Rafael Nanni, Luís Guilherme Teixeira Crusiol, Guilherme Fernando Capristo Silva, Adílson de Oliveira, R. N. R. Sibaldelli
Read original paper ↗ ·Application of conventional UAV-based high-throughput object detection to the early diagnosis of pine wilt disease by deep learning
Forest Ecology and Management · 2021
Bizhi Wu, Anjie Liang, Huafeng Zhang, Tengfei Zhu, Zhiying Zou, Deming Yang, Wenyu Tang, Jian Li, Jun Su
Read original paper ↗ ·Complex Analysis of the Efficiency of Difference Reflectance Indices on the Basis of 400–700 nm Wavelengths for Revealing the Influences of Water Shortage and Heating on Plant Seedlings
Remote Sensing · 2021
Ekaterina Sukhova, Lyubov Yudina, Ekaterina Gromova, Anastasiia Ryabkova, Dmitry Kior, Vladimir Sukhov
Read original paper ↗ ·Application of long-wave near infrared hyperspectral imaging for determination of moisture content of single maize seed
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2021
Zheli Wang, Shuxiang Fan, Jingzhu Wu, Chi Zhang, Fengying Xu, Xuhai Yang, Jiangbo Li
Read original paper ↗ ·A novel NIRS modelling method with OPLS-SPA and MIX-PLS for timber evaluation
Journal of Forestry Research · 2021
Jinhao Chen, Huilig Yu, Dapeng Jiang, Yizhuo Zhang, Keqi Wang
Read original paper ↗ ·Detection of chlorpyrifos and carbendazim residues in the cabbage using visible/near-infrared spectroscopy combined with chemometrics
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2021
Yi Lu, Xiaolong Li, W.-J. Li, Tingting Shen, Zhenni He, Mengqi Zhang, Hao Zhang, Yongqi Sun, Fei Liu
Read original paper ↗ ·Powdery Mildew Caused by Erysiphe cruciferarum on Wild Rocket (Diplotaxis tenuifolia): Hyperspectral Imaging and Machine Learning Modeling for Non-Destructive Disease Detection
Agriculture · 2021
Catello Pane, Gelsomina Manganiello, Nicola Nicastro, Teodoro Cardi, Francesco Carotenuto
Read original paper ↗ ·Sensing Methodologies in Agriculture for Monitoring Biotic Stress in Plants Due to Pathogens and Pests
Inventions · 2021
Bhuwan Kashyap, Ratnesh Kumar
Read original paper ↗ ·Prediction of addiction to drugs and alcohol using machine learning: A case study on Bangladeshi population
International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 2021
Md. Ariful Islam Arif, Saiful Islam Sany, Farah Sharmin, Md. Sadekur Rahman, Md. Tarek Habib
Read original paper ↗ ·Study on starch content detection and visualization of potato based on hyperspectral imaging
Food Science & Nutrition · 2021
Fuxiang Wang, Chunguang Wang, Shiyong Song, Shengshi Xie, Feilong Kang
Read original paper ↗ ·Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research
Remote Sensing · 2021
Maryam Ouhami, Adel Hafiane, Youssef Es-Saady, Mohamed El Hajji, Raphaël Canals
Read original paper ↗ ·Diagnosing the symptoms of sheath blight disease on rice stalk with an in-situ hyperspectral imaging technique
Biosystems Engineering · 2021
Jingcheng Zhang, Yangyang Tian, Lijie Yan, Bin Wang, Ling Wang, Junfeng Xu, Kaihua Wu
Read original paper ↗ ·Identifying Optimal Wavelengths as Disease Signatures Using Hyperspectral Sensor and Machine Learning
Remote Sensing · 2021
Xing Wei, Marcela A. Johnson, David B. Langston, Hillary L. Mehl, Song Li
Read original paper ↗ ·Rice Leaf Blast Classification Method Based on Fused Features and One-Dimensional Deep Convolutional Neural Network
Remote Sensing · 2021
Shuai Feng, Yingli Cao, Tongyu Xu, Fenghua Yu, Dongxue Zhao, Guosheng Zhang
Read original paper ↗ ·Classification of soybean frogeye leaf spot disease using leaf hyperspectral reflectance
PLoS ONE · 2021
Shuang Liu, Haiye Yu, Yuanyuan Sui, Haigen Zhou, Junhe Zhang, Lijuan Kong, Jingmin Dang, Lei Zhang
Read original paper ↗ ·Hyperspectral imaging for early identification of strawberry leaves diseases with machine learning and spectral fingerprint features
Infrared Physics & Technology · 2021
Qiyou Jiang, Gangshan Wu, Chongfeng Tian, Na Li, Huan Yang, Yuhao Bai, Baohua Zhang
Read original paper ↗ ·Hyperspectral reflectance for non-invasive early detection of black shank disease in flue-cured tobacco
Journal of Spectral Imaging · 2021
Austin Craig Hayes, T. David Reed
Read original paper ↗ ·Divergent abiotic spectral pathways unravel pathogen stress signals across species
Nature Communications · 2021
Pablo J. Zarco‐Tejada, T. Poblete, C. Camino, Victoria Gonzalez-Dugo, Rocío Calderón, A. Hornero, Rocío Hernández‐Clemente, Miguel Román-Écija, María Pilar Velasco-Amo, Blanca B. Landa, Pieter S. A. Beck, María Saponari, Donato Boscia, Juan A Navas‐Cortés
Read original paper ↗ ·Forrest W. Nutter, Jr.: a career in phytopathometry
Tropical Plant Pathology · 2021
Laurence V. Madden, Paul David Esker, Sarah Jane Pethybridge
Read original paper ↗ ·Support Vector Machine in Precision Agriculture: A review
Computers and Electronics in Agriculture · 2021
Zhi Hong Kok, Abdul Rashid Mohamed Shariff, Meftah Salem M. Alfatni, Siti Khairunniza Bejo
Read original paper ↗ ·Plant Disease Sensing: Studying Plant-Pathogen Interactions at Scale
mSystems · 2021
Kaitlin M. Gold
Read original paper ↗ ·Interpretabilidad en el campo de la detección de enfermedades en las plantas: Una revisión
Revista Facultad de Ingeniería · 2021
Daniel-David Leal-Lara, Julio Barón-Velandia, Camilo-Enrique Rocha-Calderón
Read original paper ↗ ·Predicting sensitivity of recently harvested tomatoes and tomato sepals to future fungal infections
Scientific Reports · 2021
Sanja Brdar, Marko N. Panić, Esther Hogeveen-van Echtelt, Manon Mensink, Željana Grbović, Ernst J. Woltering, Aneesh Chauhan
Read original paper ↗ ·Clinical applications of spectroscopic techniques in conjunction with multivariate analysis in virus diagnosis
Biomedical Spectroscopy and Imaging · 2021
Marfran C. D. Santos, João V. M. Mariz, Raissa V. O. Silva, Camilo L. M. Morais, Kássio M. G. Lima
Read original paper ↗ ·On Using Artificial Intelligence and the Internet of Things for Crop Disease Detection: A Contemporary Survey
Agriculture · 2021
Houda Orchi, Mohamed Sadik, Mohammed Khaldoun
Read original paper ↗ ·Early Detection of Wild Rocket Tracheofusariosis Using Hyperspectral Image-Based Machine Learning
Remote Sensing · 2021
Catello Pane, Gelsomina Manganiello, Nicola Nicastro, Francesco Carotenuto
Read original paper ↗ ·Application of hyperspectral remote sensing to monitor infection of crops by pathogens
Progress in Plant Protection · 2022
Andrzej Wójtowicz
Read original paper ↗ ·Machine Learning in Plant Disease Research
Springer eBooks · 2022
Shyamasree Ghosh, Rathi Dasgupta
Read original paper ↗ ·Predictive Models for Plant Disease Assessment
Springer eBooks · 2022
Imran Ul Haq, Nabeeha Aslam Khan, Muhammad Kaleem Sarwar
Read original paper ↗ ·Applications of hyperspectral imaging in plant phenotyping
Trends in Plant Science · 2022
Rijad Sarić, Viet Duc Nguyen, Timothy Burge, Oliver Berkowitz, Martin Trtílek, James Whelan, Mathew G. Lewsey, Eddie Custovic
Read original paper ↗ ·Pest identification via hyperspectral image and deep learning
Signal Image and Video Processing · 2022
Zhitao Xiao, Kai Yin, Lei Geng, Jun Wu, Fang Zhang, Yanbei Liu
Read original paper ↗ ·Current State of Hyperspectral Remote Sensing for Early Plant Disease Detection: A Review
Sensors · 2022
Anton Terentev, В. И. Долженко, Alexander A. Fedotov, Danila Eremenko
Read original paper ↗ ·Determination of total flavonoid and polysaccharide content in Anoectochilus formosanus in response to different light qualities using hyperspectral imaging
Infrared Physics & Technology · 2022
Xuan Chu, Rui Li, Hongyu Wei, Hongli Liu, Yinghui Mu, Hongzhe Jiang, Zhiyu Ma
Read original paper ↗ ·Multispectral autofluorescence characteristics of reproductive aging in old and young mouse oocytes
Biogerontology · 2022
Jared M. Campbell, Saabah B. Mahbub, Michael J. Bertoldo, Abbas Habibalahi, Dale Mark Goss, William J. Ledger, Robert Bruce Gilchrist, Lindsay E. Wu, Ewa Magdalena Goldys
Read original paper ↗ ·Application of machine learning in understanding plant virus pathogenesis: trends and perspectives on emergence, diagnosis, host-virus interplay and management
Virology Journal · 2022
Dibyendu Ghosh, Srija Chakraborty, Srija Chakraborty, Hariprasad Kodamana, Supriya Chakraborty, Supriya Chakraborty
Read original paper ↗ ·A Hyperspectral Data 3D Convolutional Neural Network Classification Model for Diagnosis of Gray Mold Disease in Strawberry Leaves
Frontiers in Plant Science · 2022
Dae-Hyun Jung, Jeong‐Do Kim, Ho‐Youn Kim, Taek Sung Lee, Hyoung Seok Kim, Soo Hyun Park
Read original paper ↗ ·Digital Agriculture, Methods and Applications
IntechOpen eBooks · 2022
Redmond R. Shamshiri, Sanaz Shafian
Read original paper ↗ ·Plant Viral Disease Detection: From Molecular Diagnosis to Optical Sensing Technology—A Multidisciplinary Review
Remote Sensing · 2022
Yeniu Mickey Wang, Bertram Ostendorf, Deepak Gautam, Nuredin Habili, Vinay Pagay
Read original paper ↗ ·Study on the Classification Method of Rice Leaf Blast Levels Based on Fusion Features and Adaptive-Weight Immune Particle Swarm Optimization Extreme Learning Machine Algorithm
Frontiers in Plant Science · 2022
Dongxue Zhao, Shuai Feng, Yingli Cao, Fenghua Yu, Qiang Guan, Jinpeng Li, Guosheng Zhang, Tongyu Xu
Read original paper ↗ ·Desarrollo de modelos para la identificación de variedades y fitopatologías mediante técnicas fotónicas
Venue not supplied by source · 2022
Sergio Borraz‐Martínez
Read original paper ↗ ·