Early Weed Detection Using Image Processing and Machine Learning Techniques in an Australian Chilli Farm

Hyperspectral Reflectance and Indices for Characterizing the Dynamics of Crop–Weed Competition for Water

(2021) Inbal Ronay et al.   Remote Sensing

A Review of Applications and Communication Technologies for Internet of Things (IoT) and Unmanned Aerial Vehicle (UAV) Based Sustainable Smart Farming

(2021) Nahina Islam et al.   Sustainability

Weed Classification for Site-Specific Weed Management Using an Automated Stereo Computer-Vision Machine-Learning System in Rice Fields

(2020) Mojtaba Dadashzadeh et al.   Plants-Basel

Discriminating crops/weeds in an upland rice field from UAV images with the SLIC-RF algorithm

(2020) Kensuke Kawamura et al.   PLANT PRODUCTION SCIENCE

Image-Based High-Throughput Phenotyping of Cereals Early Vigor and Weed-Competitiveness Traits

(2020) Shlomi Aharon et al.   Remote Sensing

Measuring Canopy Structure and Condition Using Multi-Spectral UAS Imagery in a Horticultural Environment

(2019) Yu-Hsuan Tu et al.   Remote Sensing

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

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

Assessment of maize yield and phenology by drone-mounted superspectral camera

(2019) Ittai Herrmann et al.   PRECISION AGRICULTURE

Land Cover Classification of Nine Perennial Crops Using Sentinel-1 and -2 Data

(2019) James Brinkhoff et al.   Remote Sensing

Recognising weeds in a maize crop using a random forest machine-learning algorithm and near-infrared snapshot mosaic hyperspectral imagery

(2018) Junfeng Gao et al.   BIOSYSTEMS ENGINEERING

Evaluation of support vector machine and artificial neural networks in weed detection using shape features

(2018) Adel Bakhshipour et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery

(2018) Ana de Castro et al.   Remote Sensing

Machine Learning in Agriculture: A Review

(2018) Konstantinos Liakos et al.   SENSORS

An Object-Based Image Analysis Workflow for Monitoring Shallow-Water Aquatic Vegetation in Multispectral Drone Imagery

(2018) Dominique Chabot et al.   ISPRS International Journal of Geo-Information

Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery

(2016) María Pérez-Ortiz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Machine Learning for High-Throughput Stress Phenotyping in Plants

(2016) Arti Singh et al.   TRENDS IN PLANT SCIENCE

Detecting creeping thistle in sugar beet fields using vegetation indices

(2015) Wajahat Kazmi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Feature Learning Based Approach for Weed Classification Using High Resolution Aerial Images from a Digital Camera Mounted on a UAV

(2014) Calvin Hung et al.   Remote Sensing

Ground-level hyperspectral imagery for detecting weeds in wheat fields

(2013) I. Herrmann et al.   PRECISION AGRICULTURE

Classification of crops and weeds from digital images: A support vector machine approach

(2012) Faisal Ahmed et al.   CROP PROTECTION

An Ultrasonic System for Weed Detection in Cereal Crops

(2012) Dionisio Andújar et al.   SENSORS

Precision farming for weed management: techniques

(2008) Martin Weis et al.   Gesunde Pflanzen