Agricultural engineering

Implementation of artificial intelligence in agriculture for optimisation of irrigation and application of pesticides and herbicides

Tanha Talaviya, Dhara Shah, Nivedita Patel, Hiteshri Yagnik, Manan Shah

Citations: 868 • 2020

Autonomous robotic weed control systems: A review

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

Citations: 801 • 2007

Harvesting Robots for High‐value Crops: State‐of‐the‐art Review and Challenges Ahead

C.W. Bac, E.J. van Henten, J. Hemming, Yael Edan

Citations: 643 • 2014

Deep Count: Fruit Counting Based on Deep Simulated Learning

Maryam Rahnemoonfar, Clay Sheppard

Citations: 518 • 2017

Current status and future challenges in implementing and upscaling vertical farming systems

S.H. van Delden, Malleshaiah SharathKumar, Michele Butturini, Luuk Graamans, E. Heuvelink, Murat Kaçıra, Elias Kaiser, R. S. Klamer, Laurens Klerkx, Gert Kootstra, Anne Loeber, R.E. Schouten, C. Stanghellini, W. van Ieperen, Julian C. Verdonk, Silvère Vialet‐Chabrand, Ernst J. Woltering, H.J. van de Zedde, Ying Zhang, L.F.M. Marcelis

Citations: 505 • 2021

Development of a sweet pepper harvesting robot

Boaz Arad, J. Balendonck, R. Barth, Ohad Ben‐Shahar, Yael Edan, Thomas Hellström, J. Hemming, Polina Kurtser, Ola Ringdahl, Toon Tielen, Bart van Tuijl

Citations: 432 • 2020

Advances in Agriculture Robotics: A State-of-the-Art Review and Challenges Ahead

Luiz Fernando Pinto de Oliveira, António Paulo Moreira, Manuel F. Silva

Citations: 403 • 2021

Design, integration, and field evaluation of a robotic apple harvester

Abhisesh Silwal, Joseph R. Davidson, Manoj Karkee, Changki Mo, Qin Zhang, Karen Lewis

Citations: 387 • 2017

UAV-based crop and weed classification for smart farming

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

Citations: 384 • 2017

Agricultural Robotics for Field Operations

Spyros Fountas, Nikos Mylonas, Ioannis Malounas, Efthymios Rodias, Christoph Hellmann Santos, E.J. Pekkeriet

Citations: 358 • 2020

Evaluation of a strawberry-harvesting robot in a field test

Shigehiko Hayashi, Kenta Shigematsu, Satoshi Yamamoto, Ken Kobayashi, Yasushi Kohno, Junzo Kamata, Mitsutaka Kurita

Citations: 342 • 2009

Machine Vision System for Automatic Quality Grading of Fruit

J. Blasco, Nuria Aleixos, Enrique Moltó

Citations: 332 • 2003

Robotic kiwifruit harvesting using machine vision, convolutional neural networks, and robotic arms

Henry Williams, Mark Hedley Jones, Mahla Nejati, Matthew Seabright, Jamie Bell, Nicky Penhall, Josh J. Barnett, Mike Duke, Alistair Scarfe, Ho Seok Ahn, JongYoon Lim, Bruce A. MacDonald

Citations: 330 • 2019

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

Björn Åstrand, A.-J. Baerveldt

Citations: 318 • 2002

Human–robot interaction in agriculture: A survey and current challenges

Juan Pablo Vásconez, George Kantor, Fernando Auat Cheein

Citations: 303 • 2019

Machine Vision Systems in Precision Agriculture for Crop Farming

Efthimia Mavridou, Εleni Vrochidou, George A. Papakostas, Theodore Pachidis, Vassilis G. Kaburlasos

Citations: 280 • 2019

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

Bo Melander, Ilse A. Rasmussen, Paolo Bàrberi

Citations: 280 • 2005

Drones: Innovative Technology for Use in Precision Pest Management

Fernando Henrique Iost Filho, Wieke Heldens, Zhaodan Kong, Elvira S. de Lange

Citations: 274 • 2019

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

Philipp Lottes, Jens Behley, Andres Milioto, Cyrill Stachniss

Citations: 273 • 2018

Autonomous Sweet Pepper Harvesting for Protected Cropping Systems

Chris Lehnert, Andrew English, Chris McCool, Adam W. Tow, Tristán Pérez

Citations: 259 • 2017