Image Segmentation of UAV Fruit Tree Canopy in a Natural Illumination Environment

Robust plant segmentation of color images based on image contrast optimization

(2022) Yuzhen Lu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Counting trees with point-wise supervised segmentation network

(2021) Pinmo Tong et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Cherry Tree Crown Extraction from Natural Orchard Images with Complex Backgrounds

(2021) Zhenzhen Cheng et al.   Agriculture-Basel

Extracting apple tree crown information from remote imagery using deep learning

(2020) Jintao Wu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application of UAV Photogrammetry with LiDAR Data to Facilitate the Estimation of Tree Locations and DBH Values for High-Value Timber Species in Northern Japanese Mixed-Wood Forests

(2020) Kyaw Thu Moe et al.   Remote Sensing

Individual mangrove tree measurement using UAV-based LiDAR data: Possibilities and challenges

(2019) Dameng Yin et al.   REMOTE SENSING OF ENVIRONMENT

A review on weed detection using ground-based machine vision and image processing techniques

(2019) Aichen Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Infield oilseed rape images segmentation via improved unsupervised learning models combined with supreme color features

(2019) Alwaseela Abdalla et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Maximum mutual information and Tsallis entropy for unsupervised segmentation of tree leaves in natural scenes

(2019) Navid Nikbakhsh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A segmentation method for disease spot images incorporating chrominance in Comprehensive Color Feature and Region Growing

(2019) N. Jothiaruna et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Citrus Tree Segmentation from UAV Images Based on Monocular Machine Vision in a Natural Orchard Environment

(2019) Yayong Chen et al.   SENSORS

A fast and accurate expert system for weed identification in potato crops using metaheuristic algorithms

(2018) Sajad Sabzi et al.   COMPUTERS IN INDUSTRY

Multitemporal field-based plant height estimation using 3D point clouds generated from small unmanned aerial systems high-resolution imagery

(2018) L. Malambo et al.   International Journal of Applied Earth Observation and Geoinformation

Individual tree crown detection in sub-meter satellite imagery using Marked Point Processes and a geometrical-optical model

(2018) Marília Ferreira Gomes et al.   REMOTE SENSING OF ENVIRONMENT

Rice yield estimation based on K-means clustering with graph-cut segmentation using low-altitude UAV images

(2018) Md Nasim Reza et al.   BIOSYSTEMS ENGINEERING

A Survey of Ranging and Imaging Techniques for Precision Agriculture Phenotyping

(2017) Francisco Yandun Narvaez et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Multi-feature machine learning model for automatic segmentation of green fractional vegetation cover for high-throughput field phenotyping

(2017) Pouria Sadeghi-Tehran et al.   Plant Methods

Optimal color space selection method for plant/soil segmentation in agriculture

(2016) J.L. Hernández-Hernández et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A survey of image processing techniques for plant extraction and segmentation in the field

(2016) Esmael Hamuda et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Study and comparison of color models for automatic image analysis in irrigation management applications

(2015) G. García-Mateos et al.   AGRICULTURAL WATER MANAGEMENT

Illumination invariant segmentation of vegetation for time series wheat images based on decision tree model

(2013) Wei Guo et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automated extraction of tree and plot-based parameters in citrus orchards from aerial images

(2012) J.A. Recio et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Support Vector Machines for crop/weeds identification in maize fields

(2012) J.M. Guerrero et al.   EXPERT SYSTEMS WITH APPLICATIONS

Real-time image processing for crop/weed discrimination in maize fields

(2011) Xavier P. Burgos-Artizzu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A review of methods and applications of the geometric characterization of tree crops in agricultural activities

(2011) J.R. Rosell et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Lettuce calcium deficiency detection with machine vision computed plant features in controlled environments

(2010) David Story et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Current status and future directions of precision aerial application for site-specific crop management in the USA

(2010) Yubin Lan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Applied machine vision of plants: a review with implications for field deployment in automated farming operations

(2010) C. L. McCarthy et al.   Intelligent Service Robotics