Weed

Autonomous robotic weed control systems: A review

David C. Slaughter, D. K. Giles, D. Downey

引用数: 801 • 2007

DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning

Alex Olsen, Dmitry A. Konovalov, Bronson Philippa, Peter Ridd, Jake Wood, Jamie Johns, Wesley Banks, Benjamin Girgenti, Owen P. Kenny, James Whinney, Brendan Calvert, Mostafa Rahimi Azghadi, Ronald D. White

引用数: 487 • 2019

UAV-based crop and weed classification for smart farming

Philipp Lottes, Raghav Khanna, Johannes Pfeifer, Roland Siegwart, Cyrill Stachniss

引用数: 384 • 2017

Weed detection for site‐specific weed management: mapping and real‐time approaches

引用数: 360 • 2010

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

Adel Bakhshipour, Abdolabbas Jafari

引用数: 326 • 2018

An Agricultural Mobile Robot with Vision-Based Perception for Mechanical Weed Control

Björn Åstrand, A.-J. Baerveldt

引用数: 318 • 2002

Integrating physical and cultural methods of weed control— examples from European research

Bo Melander, Ilse A. Rasmussen, Paolo Bàrberi

引用数: 280 • 2005

Fully Convolutional Networks With Sequential Information for Robust Crop and Weed Detection in Precision Farming

Philipp Lottes, Jens Behley, Andres Milioto, Cyrill Stachniss

引用数: 273 • 2018

YOLOWeeds: A novel benchmark of YOLO object detectors for multi-class weed detection in cotton production systems

Fengying Dang, Dong Chen, Yuzhen Lu, Zhaojian Li

引用数: 271 • 2023

Innovation in mechanical weed control in crop rows

R.Y. van der Weide, P.O. Bleeker, V.T.J.M. Achten, L.A.P. Lotz, Fredrik Fogelberg, Bo Melander

引用数: 244 • 2008

Drone and sensor technology for sustainable weed management: a review

Marco Esposito, Mariano Crimaldi, Valerio Cirillo, Fabrizio Sarghini, Albino Maggio

引用数: 244 • 2021

A Crop/Weed Field Image Dataset for the Evaluation of Computer Vision Based Precision Agriculture Tasks

Sebastian Haug, Jörn Östermann

引用数: 222 • 2015

Agricultural Robotic Platform with Four Wheel Steering for Weed Detection

Thomas Bak, H. Lipczak Jakobsen

引用数: 216 • 2003

Advances in site‐specific weed management in agriculture—A review

Roland Gerhards, Dionisio Andújar Sánchez, Pavel Hamouz, Gerassimos G. Peteinatos, Svend Christensen, César Fernández‐Quintanilla

引用数: 214 • 2022

Nonconventional Weed Management Strategies for Modern Agriculture

Ali Ahsan Bajwa, Gulshan Mahajan, Bhagirath Singh Chauhan

引用数: 210 • 2015

Robot for weed species plant‐specific management

Owen Bawden, Jason Kulk, R. Russell, Chris McCool, Andrew English, Feras Dayoub, Chris Lehnert, Tristán Pérez

引用数: 200 • 2017

Maize seedling detection under different growth stages and complex field environments based on an improved Faster R–CNN

Longzhe Quan, Huaiqu Feng, Yingjie Lv, Qi Wang, Chuanbin Zhang, Jingguo Liu, Zongyang Yuan

引用数: 189 • 2019

Robotic weed control using automated weed and crop classification

Xiaolong Wu, Stéphanie Aravecchia, Philipp Lottes, Cyrill Stachniss, Cédric Pradalier

引用数: 181 • 2020

Active learning system for weed species recognition based on hyperspectral sensing

Xanthoula-Eirini Pantazi, Dimitrios Moshou, C. Bravo

引用数: 169 • 2016

Robotic in-row weed control in vegetables

Trygve Utstumo, Frode Urdal, Anders Brevik, Jarle Dørum, J. Netland, Øyvind Overskeid, Therese W. Berge, Jan Tommy Gravdahl

引用数: 160 • 2018