Cargando…

Determination of Wheat Heading Stage Using Convolutional Neural Networks on Multispectral UAV Imaging Data

The heading and flowering stages are crucial for wheat growth and should be used for fusarium head blight (FHB) and other plant prevention operations. Rapid and accurate monitoring of wheat growth in hilly areas is critical for determining plant protection operations and strategies. Currently, the o...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Yibai, Cao, Guangqiao, Liu, Dong, Zhang, Jinlong, Li, Liang, Chen, Cong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9715324/ https://www.ncbi.nlm.nih.gov/pubmed/36465952 http://dx.doi.org/10.1155/2022/3655804

Ejemplares similares

SPSI: A Novel Composite Index for Estimating Panicle Number in Winter Wheat before Heading from UAV Multispectral Imagery
por: Wu, Yapeng, et al.
Publicado: (2023)

Detecting Sorghum Plant and Head Features from Multispectral UAV Imagery
por: Zhao, Yan, et al.
Publicado: (2021)

Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks
por: Giannopoulos, Michalis, et al.
Publicado: (2020)

UAV-Driven Structural Crack Detection and Location Determination Using Convolutional Neural Networks
por: Choi, Daegyun, et al.
Publicado: (2021)

Classifications of Multispectral Colorectal Cancer Tissues Using Convolution Neural Network
por: Haj-Hassan, Hawraa, et al.
Publicado: (2017)

Multispectral Food Classification and Caloric Estimation Using Convolutional Neural Networks
por: Lee, Ki-Seung
Publicado: (2023)

Rapeseed Stand Count Estimation at Leaf Development Stages With UAV Imagery and Convolutional Neural Networks
por: Zhang, Jian, et al.
Publicado: (2020)

Assessment of Water and Nitrogen Use Efficiencies Through UAV-Based Multispectral Phenotyping in Winter Wheat
por: Yang, Mengjiao, et al.
Publicado: (2020)

Radar-Spectrogram-Based UAV Classification Using Convolutional Neural Networks
por: Park, Dongsuk, et al.
Publicado: (2020)

Distinguishing Planting Structures of Different Complexity from UAV Multispectral Images
por: Ma, Qian, et al.
Publicado: (2021)

Automatic Hotspot and Sun Glint Detection in UAV Multispectral Images
por: Ortega-Terol, Damian, et al.
Publicado: (2017)

Multispectral Plant Disease Detection with Vision Transformer–Convolutional Neural Network Hybrid Approaches
por: De Silva, Malithi, et al.
Publicado: (2023)

Inversion of Winter Wheat Growth Parameters and Yield Under Different Water Treatments Based on UAV Multispectral Remote Sensing
por: Han, Xin, et al.
Publicado: (2021)

Detecting and distinguishing between apicultural plants using UAV multispectral imaging
por: Papachristoforou, Alexandros, et al.
Publicado: (2023)

Application of Multilayer Perceptron with Automatic Relevance Determination on Weed Mapping Using UAV Multispectral Imagery
por: Tamouridou, Afroditi A., et al.
Publicado: (2017)

Web and MATLAB-Based Platform for UAV Flight Management and Multispectral Image Processing
por: Aliane, Nourdine, et al.
Publicado: (2022)

Convolutional Neural Network Approach for Multispectral Facial Presentation Attack Detection in Automated Border Control Systems
por: Sánchez-Sánchez, M. Araceli, et al.
Publicado: (2020)

Natural Disasters Intensity Analysis and Classification Based on Multispectral Images Using Multi-Layered Deep Convolutional Neural Network
por: Aamir, Muhammad, et al.
Publicado: (2021)

Maize Crop Coefficient Estimated from UAV-Measured Multispectral Vegetation Indices
por: Zhang, Yu, et al.
Publicado: (2019)

Sugarcane Nitrogen Concentration and Irrigation Level Prediction Based on UAV Multispectral Imagery
por: Li, Xiuhua, et al.
Publicado: (2022)

Phenomic selection in slash pine multi-temporally using UAV-multispectral imagery
por: Li, Yanjie, et al.
Publicado: (2023)

GPS Spoofing Detection Method for Small UAVs Using 1D Convolution Neural Network
por: Sung, Young-Hwa, et al.
Publicado: (2022)

Novelty Detection Classifiers in Weed Mapping: Silybum marianum Detection on UAV Multispectral Images
por: Alexandridis, Thomas K., et al.
Publicado: (2017)

Artificial Neural Network to Predict Vine Water Status Spatial Variability Using Multispectral Information Obtained from an Unmanned Aerial Vehicle (UAV)
por: Poblete, Tomas, et al.
Publicado: (2017)

Lightweight Detection Network Based on Sub-Pixel Convolution and Objectness-Aware Structure for UAV Images
por: Li, Xuanye, et al.
Publicado: (2021)

Detection and analysis of wheat spikes using Convolutional Neural Networks
por: Hasan, Md Mehedi, et al.
Publicado: (2018)

Wheat Spike Blast Image Classification Using Deep Convolutional Neural Networks
por: Fernández-Campos, Mariela, et al.
Publicado: (2021)

Fast Detection of Olive Trees Affected by Xylella Fastidiosa from UAVs Using Multispectral Imaging
por: Di Nisio, Attilio, et al.
Publicado: (2020)

A cooperative scheme for late leaf spot estimation in peanut using UAV multispectral images
por: Shahi, Tej Bahadur, et al.
Publicado: (2023)

Karst vegetation coverage detection using UAV multispectral vegetation indices and machine learning algorithm
por: Pan, Wen, et al.
Publicado: (2023)

Mapping multispectral Digital Images using a Cloud Computing software: applications from UAV images
por: Saura, Jose Ramon, et al.
Publicado: (2019)

Construction of a Winter Wheat Comprehensive Growth Monitoring Index Based on a Fuzzy Degree Comprehensive Evaluation Model of Multispectral UAV Data
por: Yu, Jing, et al.
Publicado: (2023)

Estimation of soil salt content by combining UAV-borne multispectral sensor and machine learning algorithms
por: Wei, Guangfei, et al.
Publicado: (2020)

Detection of wheat Fusarium head blight using UAV-based spectral and image feature fusion
por: Zhang, Hansu, et al.
Publicado: (2022)

Correction to: Detection and analysis of wheat spikes using Convolutional Neural Networks
por: Hasan, Md Mehedi, et al.
Publicado: (2019)

Retrieval of Crop Variables from Proximal Multispectral UAV Image Data Using PROSAIL in Maize Canopy
por: Chakhvashvili, Erekle, et al.
Publicado: (2022)

Pedestrian Detection Using Multispectral Images and a Deep Neural Network
por: Nataprawira, Jason, et al.
Publicado: (2021)

Decision Support System for Variable Rate Irrigation Based on UAV Multispectral Remote Sensing
por: Shi, Xiang, et al.
Publicado: (2019)

Calibration of BRDF Based on the Field Goniometer System Using a UAV Multispectral Camera
por: Kim, Minji, et al.
Publicado: (2022)

Speech Emotion Recognition Using Convolution Neural Networks and Multi-Head Convolutional Transformer
por: Ullah, Rizwan, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_h6lhecpjc08anrmcb7ovdg4p43