Computer vision-based citrus tree detection in a cultivated environment using UAV imagery
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Computer vision-based citrus tree detection in a cultivated environment using UAV imagery
Authors
Keywords
Unmanned air vehicles, Morphological image operations, Precision agriculture, Tree detection, Computer vision
Journal
COMPUTERS AND ELECTRONICS IN AGRICULTURE
Volume 187, Issue -, Pages 106273
Publisher
Elsevier BV
Online
2021-06-19
DOI
10.1016/j.compag.2021.106273
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Remote Sensing and Precision Agriculture Technologies for Crop Disease Detection and Management with a Practical Application Example
- (2020) Chenghai Yang Engineering
- UAV-Based High Throughput Phenotyping in Citrus Utilizing Multispectral Imaging and Artificial Intelligence
- (2019) Yiannis Ampatzidis et al. Remote Sensing
- A labeling algorithm based on a forest of decision trees
- (2019) T. Chabardès et al. Journal of Real-Time Image Processing
- Monitoring plant diseases and pests through remote sensing technology: A review
- (2019) Jingcheng Zhang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- PD+SMC Quadrotor Control for Altitude and Crack Recognition Using Deep Learning
- (2019) J. M. Vazquez-Nicolas et al. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS
- A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery
- (2019) Lucas Prado Osco et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A Review of Visual Descriptors and Classification Techniques Used in Leaf Species Identification
- (2018) K. K. Thyagharajan et al. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
- Optimization of pectin extraction from Ubá mango peel through surface response methodology
- (2018) Anderson do Nascimento Oliveira et al. INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES
- Estimation of positions and heights from UAV-sensed imagery in tree plantations in agrosilvopastoral systems
- (2018) Peter Surový et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis
- (2018) Mariana Belgiu et al. REMOTE SENSING OF ENVIRONMENT
- UAV-based multispectral remote sensing for precision agriculture: A comparison between different cameras
- (2018) Lei Deng et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Ear density estimation from high resolution RGB imagery using deep learning technique
- (2018) Simon Madec et al. AGRICULTURAL AND FOREST METEOROLOGY
- What good are unmanned aircraft systems for agricultural remote sensing and precision agriculture?
- (2017) E. Raymond Hunt et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Individual Tree Detection from Unmanned Aerial Vehicle (UAV) Derived Canopy Height Model in an Open Canopy Mixed Conifer Forest
- (2017) Midhun Mohan et al. Forests
- Papaya Tree Detection with UAV Images Using a GPU-Accelerated Scale-Space Filtering Method
- (2017) Hao Jiang et al. Remote Sensing
- Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging
- (2017) Olli Nevalainen et al. Remote Sensing
- Spatio-temporal analysis for obstacle detection in agricultural videos
- (2016) Yerania Campos et al. APPLIED SOFT COMPUTING
- Comparative analysis of texture descriptors in maize fields with plants, soil and object discrimination
- (2016) Yerania Campos et al. PRECISION AGRICULTURE
- Comparison of Canopy Volume Measurements of Scattered Eucalypt Farm Trees Derived from High Spatial Resolution Imagery and LiDAR
- (2016) Niva Verma et al. Remote Sensing
- Trends in Automatic Individual Tree Crown Detection and Delineation—Evolution of LiDAR Data
- (2016) Zhen Zhen et al. Remote Sensing
- Response of the regression tree model to high resolution remote sensing data for predicting percent tree cover in a Mediterranean ecosystem
- (2015) Cenk Donmez et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Automatic detection and delineation of citrus trees from VHR satellite imagery
- (2015) A. Ozdarici-Ok INTERNATIONAL JOURNAL OF REMOTE SENSING
- Mapping regional forest fire probability using artificial neural network model in a Mediterranean forest ecosystem
- (2015) Onur Satir et al. Geomatics Natural Hazards & Risk
- High-Resolution Airborne UAV Imagery to Assess Olive Tree Crown Parameters Using 3D Photo Reconstruction: Application in Breeding Trials
- (2015) Ramón Díaz-Varela et al. Remote Sensing
- The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets
- (2015) Takaya Saito et al. PLoS One
- High-Throughput 3-D Monitoring of Agricultural-Tree Plantations with Unmanned Aerial Vehicle (UAV) Technology
- (2015) Jorge Torres-Sánchez et al. PLoS One
- Efficient Framework for Palm Tree Detection in UAV Images
- (2014) Salim Malek et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Evaluating Tree Detection and Segmentation Routines on Very High Resolution UAV LiDAR Data
- (2014) Luke Wallace et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A high-resolution airborne four-camera imaging system for agricultural remote sensing
- (2012) Chenghai Yang COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Support vector machines in remote sensing: A review
- (2010) Giorgos Mountrakis et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and $k$-Means Clustering
- (2009) Turgay Celik IEEE Geoscience and Remote Sensing Letters
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search