Cargando…

Aerial Images and Convolutional Neural Network for Cotton Bloom Detection

Monitoring flower development can provide useful information for production management, estimating yield and selecting specific genotypes of crops. The main goal of this study was to develop a methodology to detect and count cotton flowers, or blooms, using color images acquired by an unmanned aeria...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xu, Rui, Li, Changying, Paterson, Andrew H., Jiang, Yu, Sun, Shangpeng, Robertson, Jon S.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2018
Materias:	Plant Science
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5820543/ https://www.ncbi.nlm.nih.gov/pubmed/29503653 http://dx.doi.org/10.3389/fpls.2017.02235

Ejemplares similares

Quantitative Analysis of Cotton Canopy Size in Field Conditions Using a Consumer-Grade RGB-D Camera
por: Jiang, Yu, et al.
Publicado: (2018)

In-field High Throughput Phenotyping and Cotton Plant Growth Analysis Using LiDAR
por: Sun, Shangpeng, et al.
Publicado: (2018)

Cotton Yield Estimation From Aerial Imagery Using Machine Learning Approaches
por: Rodriguez-Sanchez, Javier, et al.
Publicado: (2022)

GPhenoVision: A Ground Mobile System with Multi-modal Imaging for Field-Based High Throughput Phenotyping of Cotton
por: Jiang, Yu, et al.
Publicado: (2018)

Multispectral imaging and unmanned aerial systems for cotton plant phenotyping
por: Xu, Rui, et al.
Publicado: (2019)

DeepFlower: a deep learning-based approach to characterize flowering patterns of cotton plants in the field
por: Jiang, Yu, et al.
Publicado: (2020)

Cotton plant part 3D segmentation and architectural trait extraction using point voxel convolutional neural networks
por: Saeed, Farah, et al.
Publicado: (2023)

Combining Multi-Dimensional Convolutional Neural Network (CNN) With Visualization Method for Detection of Aphis gossypii Glover Infection in Cotton Leaves Using Hyperspectral Imaging
por: Yan, Tianying, et al.
Publicado: (2021)

Unmanned Aerial System-Based Weed Mapping in Sod Production Using a Convolutional Neural Network
por: Zhang, Jing, et al.
Publicado: (2021)

Tree-level almond yield estimation from high resolution aerial imagery with convolutional neural network
por: Tang, Minmeng, et al.
Publicado: (2023)

DeepSeedling: deep convolutional network and Kalman filter for plant seedling detection and counting in the field
por: Jiang, Yu, et al.
Publicado: (2019)

Detecting Asymptomatic Infections of Rice Bacterial Leaf Blight Using Hyperspectral Imaging and 3-Dimensional Convolutional Neural Network With Spectral Dilated Convolution
por: Cao, Yifei, et al.
Publicado: (2022)

Weed Detection in Perennial Ryegrass With Deep Learning Convolutional Neural Network
por: Yu, Jialin, et al.
Publicado: (2019)

Robust Vehicle Detection in Aerial Images Based on Cascaded Convolutional Neural Networks
por: Zhong, Jiandan, et al.
Publicado: (2017)

Citrus disease detection using convolution neural network generated features and Softmax classifier on hyperspectral image data
por: Yadav, Pappu Kumar, et al.
Publicado: (2022)

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

Texture synthesis of ecological plant protection image based on convolution neural network
por: Hu, Libing, et al.
Publicado: (2022)

Evaluation of convolutional neural networks for herbicide susceptibility-based weed detection in turf
por: Jin, Xiaojun, et al.
Publicado: (2023)

WSRD-Net: A Convolutional Neural Network-Based Arbitrary-Oriented Wheat Stripe Rust Detection Method
por: Liu, Haiyun, et al.
Publicado: (2022)

Single-Shot Convolution Neural Networks for Real-Time Fruit Detection Within the Tree
por: Bresilla, Kushtrim, et al.
Publicado: (2019)

LightMixer: A novel lightweight convolutional neural network for tomato disease detection
por: Zhong, Yi, et al.
Publicado: (2023)

Convolutional Neural Networks for the Automatic Identification of Plant Diseases
por: Boulent, Justine, et al.
Publicado: (2019)

All-in-one aerial image enhancement network for forest scenes
por: Chen, Zhaoqi, et al.
Publicado: (2023)

Cotton leaf segmentation with composite backbone architecture combining convolution and attention
por: Yan, Jingkun, et al.
Publicado: (2023)

Effects of Image Dataset Configuration on the Accuracy of Rice Disease Recognition Based on Convolution Neural Network
por: Zhou, Huiru, et al.
Publicado: (2022)

Tomato Diseases and Pests Detection Based on Improved Yolo V3 Convolutional Neural Network
por: Liu, Jun, et al.
Publicado: (2020)

Corn Seed Defect Detection Based on Watershed Algorithm and Two-Pathway Convolutional Neural Networks
por: Wang, Linbai, et al.
Publicado: (2022)

Lightweight-Convolutional Neural Network for Apple Leaf Disease Identification
por: Fu, Lili, et al.
Publicado: (2022)

Identification of Bacterial Blight Resistant Rice Seeds Using Terahertz Imaging and Hyperspectral Imaging Combined With Convolutional Neural Network
por: Zhang, Jinnuo, et al.
Publicado: (2020)

Using Convolutional Neural Networks to Efficiently Extract Immense Phenological Data From Community Science Images
por: Reeb, Rachel A., et al.
Publicado: (2022)

Plant Species Classification Based on Hyperspectral Imaging via a Lightweight Convolutional Neural Network Model
por: Liu, Keng-Hao, et al.
Publicado: (2022)

A Method of Green Citrus Detection in Natural Environments Using a Deep Convolutional Neural Network
por: Zheng, Zhenhui, et al.
Publicado: (2021)

Application of Convolutional Neural Network-Based Detection Methods in Fresh Fruit Production: A Comprehensive Review
por: Wang, Chenglin, et al.
Publicado: (2022)

Non-destructive detection of single-seed viability in maize using hyperspectral imaging technology and multi-scale 3D convolutional neural network
por: Fan, Yaoyao, et al.
Publicado: (2023)

Research on Airplane and Ship Detection of Aerial Remote Sensing Images Based on Convolutional Neural Network
por: Cao, Changqing, et al.
Publicado: (2020)

A feature fusion deep-projection convolution neural network for vehicle detection in aerial images
por: Wang, Bin, et al.
Publicado: (2021)

Building Corner Detection in Aerial Images with Fully Convolutional Networks
por: Song, Weigang, et al.
Publicado: (2019)

A Lightweight convolutional neural network for nicotine prediction in tobacco by near-infrared spectroscopy
por: Wang, Di, et al.
Publicado: (2023)

Rapid appearance quality of rice based on machine vision and convolutional neural network research on automatic detection system
por: He, Yangfan, et al.
Publicado: (2023)

Assessment of Mixed Sward Using Context Sensitive Convolutional Neural Networks
por: Bateman, Christopher J., et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_2rfe37vqon0rl6vseias405hre