Papers citing Hyperspectral Imaging for Presymptomatic Detection of Tobacco Disease with Successive Projections Algorithm and Machine-learning Classifiers
Early detection of infestation by mustard aphid, vegetable thrips and two-spotted spider mite in bok choy with deep neural network (DNN) classification model using hyperspectral imaging data
Computers and Electronics in Agriculture · 2024
Derrick Nguyen, Arinah Tan, Ronjin Lee, Wei Feng Lim, Tin Fat Hui, Fadhlina Suhaimi
Read original paper ↗ ·Visualisation of moisture content distribution maps and classification of freshness level of loquats
Journal of Food Composition and Analysis · 2024
Qinglong Meng, Shunan Feng, Tao Tan, Qingchun Wen, Jing Shang
Read original paper ↗ ·The Application of Hyperspectral Imaging in Plant Pathology
Genetic Engineering and Biosafety Journal · 2024
Narjes Maleki, Davoud Koolivand
Read original paper ↗ ·Early Detection of Rubber Tree Powdery Mildew by Combining Spectral and Physicochemical Parameter Features
Remote Sensing · 2024
Xiangzhe Cheng, Mengning Huang, Anting Guo, Wenjiang Huang, Zhiying Cai, Yingying Dong, Jing Guo, Zhuoqing Hao, Yanru Huang, Kehui Ren, Bohai Hu, Guiliang Chen, SU Hai-peng, Lanlan Li, Yixian Liu
Read original paper ↗ ·Introducing artificial intelligence technology to plant disease management for sustainable agriculture
Crop Protection · 2024
Yu Hu, Jiangting Tang, Jie Yang
Read original paper ↗ ·Precision Farming Multimodal Technologies Using Optical Sensors for the Detection of Citrus Tristeza Virus Endemics
Sustainability · 2024
Athanasios V. Argyriou, Nikolaos Tektonidis, Evangelos Alevizos, Konstantinos P. Ferentinos, Nektarios N. Kourgialas, Matthaios M. Mathioudakis
Read original paper ↗ ·A CNN model for early detection of pepper Phytophthora blight using multispectral imaging, integrating spectral and textural information
Plant Methods · 2024
Zhijuan Duan, Haoqian Li, Chenguang Li, Jun Zhang, Dongfang Zhang, Xiaofei Fan, Xueping Chen
Read original paper ↗ ·Early detection and lesion visualization of pear leaf anthracnose based on multi-source feature fusion of hyperspectral imaging
Frontiers in Plant Science · 2024
Yingying Zhang, Li Xue, Meiqing Wang, Tao Xu, Kai Huang, Yuanhao Sun, Quanchun Yuan, Xiaohui Lei, Yannan Qi, Xiaolan Lv
Read original paper ↗ ·Using Multi-Sensor Data Fusion Techniques and Machine Learning Algorithms for Improving UAV-Based Yield Prediction of Oilseed Rape
Drones · 2024
Hongyan Zhu, Shikai Liang, Chengzhi Lin, Yong He, Jun‐Li Xu
Read original paper ↗ ·Hyperspectral imaging analysis for early detection of tomato bacterial leaf spot disease
Scientific Reports · 2024
Xuemei Zhang, Boris Alexander Vinatzer, Song Li
Read original paper ↗ ·Detecting Botrytis Cinerea Control Efficacy via Deep Learning
Agriculture · 2024
Wenlong Yi, Xunsheng Zhang, Shiming Dai, Sergey A. Kuzmin, И. В. Герасимов, Xiangping Cheng
Read original paper ↗ ·A comparative analysis of efficacy of machine learning techniques for disease detection in some economically important crops
Crop Protection · 2024
Somya Rakesh Goyal, Vikrant Subhash Kulkarni, Rajpal Choudhary, Rohit Jain
Read original paper ↗ ·Multispectral Imaging Technique: Principles and Recent Applications in Food Processing
Springer eBooks · 2025
Tej Bhan Singh, Yuvaraj Ghosh, Riya Kundu, Kambhampati Vivek
Read original paper ↗ ·Hyperspectral Detection and Differentiation of Various Levels of Fusarium Wilt in Tomato Crop Using Machine Learning and Statistical Approaches
Journal of Plant Diseases and Protection · 2025
Sivaganesh, H V Chaitra, Rama Rao Nidamanuri, Ramasandra Govind Sharathchandra, Priya Narayanan
Read original paper ↗ ·Multispectral autofluorescence for label free classification of immune cell type and activation/polarization status
Scandinavian Journal of Immunology · 2025
Abbas Habibalahi, Ayad G. Anwer, Aline Knab, Shane T. Grey, Ewa Magdalena Goldys, Jared M. Campbell
Read original paper ↗ ·3D-CNN detection of systemic symptoms induced by different Potexvirus infections in four Nicotiana benthamiana genotypes using leaf hyperspectral imaging
Plant Methods · 2025
Rizos-Theodoros Chadoulis, Ioannis C. Livieratos, Ioannis Manakos, Theodore Spanos, Zeinab Marouni, Christos Kalogeropoulos, Constantine L. Kotropoulos
Read original paper ↗ ·Addressing computation resource exhaustion associated with deep learning training of three-dimensional hyperspectral images using multiclass weed classification
Artificial Intelligence in Agriculture · 2025
Billy Graham Ram, Kirk Howatt, Joseph Mettler, Xin Sun
Read original paper ↗ ·Spectral imaging in crop monitoring and disease diagnosis: A comprehensive review
CABI Reviews · 2025
Salah‐Eddine Laasli, Fouad Mokrını, Amal Hari, Amine Assouguem, Abdelfattah Amer Dababat, Rachid Lahlali
Read original paper ↗ ·High‐performance hyperspectral remote sensing and machine learning algorithms for detection of blister blight in Camellia sinensis
Agronomy Journal · 2025
Manisha, Kishor Chandra Kandpal, Meenakshi, Vivek Dhiman, Aparna Maitra Pati, Amit Kumar
Read original paper ↗ ·Emerging Technologies for Precision Crop Management Towards Agriculture 5.0: A Comprehensive Overview
Agriculture · 2025
Mohamed Farag Taha, Hanping Mao, Zhao Zhang, Gamal M. ElMasry, Mohamed A. Awad, Alwaseela Abdalla, Samar Mousa, Abdallah Elshawadfy Elwakeel, Osama Elsherbiny
Read original paper ↗ ·Opto-mechanical design of Fourier transform spectral polarization imaging system based on dual Wollaston prisms
Displays · 2025
Jingping Zhu, Xiaofang Liu, Angze Li, Angze Li, Yue Liu, Xun Hou
Read original paper ↗ ·Non-Destructive Detection of Soybean Storage Quality Using Hyperspectral Imaging Technology
Molecules · 2025
Yurong Zhang, Wenliang Wu, Xianqing Zhou, Jun‐Hu Cheng
Read original paper ↗ ·Early Yield Prediction of Oilseed Rape Using UAV-Based Hyperspectral Imaging Combined with Machine Learning Algorithms
Agriculture · 2025
Hongyan Zhu, Chengzhi Lin, Zhihao Dong, Jun‐Li Xu, Yong He
Read original paper ↗ ·Artificial intelligence in tobacco control: A systematic scoping review of applications, challenges, and ethical implications
International Journal of Medical Informatics · 2025
David B. Olawade, Charity Aienobe-Asekharen
Read original paper ↗ ·Detection of aphid infestation on faba bean (Vicia faba L.) by hyperspectral imaging and spectral information divergence methods
Journal of Plant Diseases and Protection · 2025
Ali Saeidan, John C. Caulfield, József Vuts, Ni Yang, Ian Denis Fisk
Read original paper ↗ ·Employing Spectral Features to Accelerate Sorghum Phenotyping Against Sap‐Feeding Aphids
Plant Direct · 2025
Kumar Shrestha, Kantilata Thapa, Esha Kaler, Misaki Taniguchi, Scott E. Sattler, James C. Schnable, Joe Louis
Read original paper ↗ ·Symmetric dual-path phase modulation for channel crosstalk suppression in Fourier transform imaging spectropolarimetry
Optics and Lasers in Engineering · 2025
Angze Li, Jingping Zhu, Xiangzhe Zhang, Jinxin Deng, Yucai Kuang, Fengqi Guo, Yue Liu, Xun Hou
Read original paper ↗ ·Early detection of mold in cured tobacco leaves based on temporal hyperspectral imaging
Infrared Physics & Technology · 2025
Chengyuan Li, Jianwei Ma, Erqiang Zhang, Jinsong Du, Lei Zhang, Min Zhao, Z Y Wang
Read original paper ↗ ·Prediction of soybean yellow mottle mosaic virus in soybean using hyperspectral imaging
Plant Methods · 2025
Amit Ghimire, Hong Seok Lee, Young-Nam Yoon, Yoon-Ha Kim
Read original paper ↗ ·Hyperspectral Analysis of Apricot Quality Parameters Using Classical Machine Learning and Deep Neural Networks
Venue not supplied by source · 2025
Mаrtin Dejanov
Read original paper ↗ ·Foliar disease resistance phenomics of fungal pathogens: image-based approaches for mapping quantitative resistance in cereal germplasm
Theoretical and Applied Genetics · 2025
Matthew Ulrich, Linda M Brain, Jianqiao Zhang, Anthony R. Gendall, Stefanie Lück, Dimitar Douchkov, Eden Jane Tongson, Peter M. Dracatos
Read original paper ↗ ·An improved YOLOv8-seg-based method for key part segmentation of tobacco plants
Frontiers in Plant Science · 2025
Yihao Liu, Du Chen, Yawei Zhang, Xin Wang
Read original paper ↗ ·Near-Infrared (NIR) Spectroscopy Detects Early Tomato Brown Rugose Fruit Virus (ToBRFV) Infection in Tomato
Venue not supplied by source · 2025
Graziella Agrò, Giorgio Masoero, Marta Maria Barone, Salvatore Walter Davino, Slavica Matić
Read original paper ↗ ·From machine learning to citizen science: methods for estimating pest disease prevalence
EFSA Supporting Publications · 2025
Aristides Moustakas
Read original paper ↗ ·Precision agriculture in the age of AI: A systematic review of machine learning methods for crop disease detection
Smart Agricultural Technology · 2025
Munir Majdalawieh, Carla Martins, Mohammed Radi, Maher Alaraj, Shafaq Naheed Khan
Read original paper ↗ ·High-Throughput Identification and Prediction of Early Stress Markers in Soybean Under Progressive Water Regimes via Hyperspectral Spectroscopy and Machine Learning
Remote Sensing · 2025
Caio Almeida de Oliveira, Nicole Ghinzelli Vedana, Weslei Augusto Mendonça, João Vitor Ferreira Gonçalves, Dheynne Heyre Silva de Matos, Renato Herrig Furlanetto, Luís Guilherme Teixeira Crusiol, Amanda Silveira Reis, Werner Camargos Antunes, Roney Berti de Oliveira, Marcelo Luiz Chicati, José Alexandre Melo Demattê, Marcos Rafael Nanni, Renan Falcioni
Read original paper ↗ ·Early in-situ detection of tobacco root diseases using a wearable plant sensor
Industrial Crops and Products · 2025
Qiang Xu, Junying Li, Yanling Zhang, Jianwei Wang, Taibo Liang, Aiguo Wang, Zijie Liaoyang, Weimin Guo, Xianglin Cheng
Read original paper ↗ ·Distributed Carrier Frequency Offset Compensation for Secure Wireless Communication
Venue not supplied by source · 2025
Abuu B. Kihero, Muhammad Sohaib J. Solaija, Hüseyin Arslan
Read original paper ↗ ·Recent Developments and Applications of Crop Disease Detection, Prediction, and Early Warning: A Review
Engineering · 2025
Jingyi Yan, Huarui Wu, Zhihua Diao, Yisheng Miao, Baohua Zhang, Chunjiang Zhao
Read original paper ↗ ·Machine learning-enabled UAV hyperspectral identification of tomato spotted wilt virus in tobacco
Frontiers in Plant Science · 2025
Mao Chuntang, Yanan Zhao, Leiguang Wang, Ziyi Yang, Weili Kou, Weiheng Xu, Huan Wang, Xiaolong Zhang, Ning Lu, Guangzhi Di
Read original paper ↗ ·Early detection of sesame leaf disease using hyperspectral imaging and machine learning: a patch-based spatial-spectral integration approach
Frontiers in Sustainable Food Systems · 2025
Tae-An Kang, Chong Koo An, Hoejeong Jeong, You-Jin Park, Jin-Ki Park, Jongsoo Ryu, Hyungjin Bae, Young-Nam Yoon, Hongseok Lee
Read original paper ↗ ·Bridging the Lab-to-Field gap in plant disease diagnosis through unsupervised domain adaptation enhanced by background recomposition
Ecological Informatics · 2025
Woosang Jeon, Taehyeong Kim, Sanghyeok Choi, Kepeng Yang, Seong-Yeop Kim, Mungyeong Song
Read original paper ↗ ·Hyperspectral inversion of leaf nitrogen content in wheat by integrating CWT-SPA feature optimization and XGBoost-SSA model
Smart Agricultural Technology · 2025
Chen Juan Gu, Huaiyang Liu, Yunhao You, Qianghao Zeng, Zhenxiang Zhou, Ming Song, Yun Shi, Tong Tian
Read original paper ↗ ·Detection of Tobacco Mosaic and Leaf Curl Diseases Using UAV-Based Hyperspectral Imaging and Multifeature Fusion
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2026
Shujia Zhuang, Jian Guo, Linyi Liu, Xiangzhe Cheng, Wenjiang Huang, Yingying Dong, Kehui Ren, Xiaoyu Geng, Jiangming Ma, Yanhong He, Siyu Liang
Read original paper ↗ ·Image-Based Plant Phenotyping for Plant Science
Elsevier eBooks · 2026
Annika Fischer, Nushrat Rashid, Anna L. Casto, Samuel Kenney, Autumn Brown, Sunita Lama, Malia A. Gehan
Read original paper ↗ ·Early detection of tobacco leaf mildew using multi-attention enhanced 3D residual convolutional Neural network with hyperspectral imaging
Infrared Physics & Technology · 2026
Lei Zhang, Lei Zhang, Jiakang Li, Jiakang Li, Chengyuan Li, Jiandong Zhang, Lianlian Wu
Read original paper ↗ ·Identification of tobacco leaf diseases using hyperspectral imaging and machine learning with SHAP interpretability analysis
Frontiers in Plant Science · 2026
Peng Luo, Yang Yang, H. Q. Zhang, Man Yi, Xu Zhou, Yide Yang, H.-Y. Chen, Min Yan, Chunxian Jiang
Read original paper ↗ ·RGB Image Processing Allows Differentiation of the Effects of Water Deficit and Bacillusaryabhattai on Wheat
AgriEngineering · 2026
Jorge González Aguilera, Eder Pereira Neves, Adriano Rasia Maas, Gabriel de Freitas Lima, Beatriz Freitas de Souza, Luiza Guidi Ganzella, Fábio Steiner, Alan Mário Zuffo
Read original paper ↗ ·Artificial Intelligence for Reimagining Crop Design
CABI biotechnology series. · 2026
Siddhartha Das, Prem S Paul
Read original paper ↗ ·Non-Destructive Detection of Heat Stress in Tobacco Plants Using Visible-Near-Infrared Spectroscopy and Aquaphotomics Approach
AgriEngineering · 2026
Daniela Moyankova, Petya Stoykova, Antoniya Petrova, N. Christov, Petya Veleva, Gergana Savova, Stefka Atanassova
Read original paper ↗ ·