IROS 2024 Workshop on AI and Robotics For Future Farming

October 14, 2024, 2:00pm (Room No:6)

Logo of IROS 2024Picture of a drone flying over a Agricultural field

Introduction

 Robotics and AI have already become a cornerstone in many global industries (e.g. transportation, manufacturing and aerial), but most of the available machines and techniques were difficult to implement in the less structured agriculture environment. On the other hand, the rising plant and livestock production demands of the rapidly growing population face the challenges such as labor shortage, climate changes and high health risks in performing repetitive agricultural activities. Many researchers have proposed new approaches and applications of robots in agriculture. At the farm level, Robotics and Autonomous Systems (RAS) employed in crop and animal agriculture could increase input efficiency and agricultural output with reduced adverse impact on the environment.


 More recently, Artificial intelligence (AI), big data, and Internet of Things (IoT) technologies have led farming into a new era of robotics in agriculture. The advent of agricultural robotics research has brought substantial revolutions to improve management efficiency, reduce production costs (e.g. labor force, and energy), and enhance production yields (e.g. grain, rice, meat, milk). Harvesting robots, picking robots, shearing robots, slaughter robots, etc. significantly enhance the level of agricultural mechanization and automation, which have the potential to tackle the rising food demands of the rapidly growing population. There are further opportunities to apply more advanced sensor technologies, combined with more autonomous systems, to perform tasks on the farm. This workshop will bring more opportunities for synergies in robotic research, facilitating the exchange of innovative ideas across different disciplines such as agricultural engineering and computer science.

More Information can be seen here.


Sponsor: Sponsored by the IEEE Robotics and Automation Society

Technical Support

Submission

We encourage researchers to submit a short paper (maximum 4 page excluding references) or a preprint of relevant work. Accepted abstracts will be posted on the workshop website and will not appear in the official IEEE proceedings. You are encouraged to use IROS's suggested paper template and upload a PDF.


The best three workshop paper will be awarded with grant

  • 1st Prize - $300
  • 2nd Prize - $200
  • 3rd Prize - $100

The Paper submissions will be handled with OpenReview through the following link

https://openreview.net/


Speakers

Modular agricultural robotic systems (MARS) for real-time in-field phenotyping

Changying "Charlie" Li

University of Florida

Personal Website

Enhancing Precision Livestock Management with Advanced Machine Vision and Deep Learning Techniques

Meili Wang

NorthWest A&F University

Personal Website

Development of agriculture robots using AI for smart agriculture in Japan

Liangliang Yang

Kitami Institute of Technology

Personal Website

Robotic systems to support the development of resilient and sustainable speciality crops

Yu Jiang

Cornell University

Personal Website

AI application for weeds,disease detection and management

Muhammad Naveed Tahir

PMAS-Arid Agriculture University Rawalpindi

Personal Website

AI Based 3D Modeling and Assessment for Sustainable Agriculture and Environment

Guoyu Lu

University of Georgia

Personal Website

Challenges for future autonomous greenhouse farming

Lakmal Seneviratne

Center for Autonomous Robotic Systems

Personal Website

Active Perception for Fruit mapping and Autonomous Harvesting

Maren Bennewitz

University of Bonn

Personal Website

Mobile robotic platform for specialty crop cultivation

Guoqiang Ren

Zhejiang University

Personal Website

In-field High-resolution 3D Plant Phenotyping

Sven Behnke

University of Bonn

Personal Website


Schedule


Time*SpeakerTopic/title
14:00 - 14:05All OrganizersWelcome and Introduction
Session 1:Autonomous Systems for Agricultural Operations: novel methods, dedicated robotic concepts, prototypes and applications.
Co-Chairs: Qiao, Alen
14:05 - 14:20Changying "Charlie" Li
(University of Florida)
Invited talk #1 - Sensing, and Robotics for High-throughput Phenotyping
14:20 - 14:35Liangliang Yang
(Kitami Institute of Technology)
Invited talk #2 - Development of agriculture robots using AI for smart agriculture in Japan
14:35 - 14:50 Maren Bennewitz
(University of Bonn)
Invited talk #3 - Active Perception for Fruit mapping and Autonomous Harvesting
14:50 - 15:05Meili Wang
(Northwest A&F University)
Invited talk #4 - Enhancing Precision Livestock Management with Advanced Machine Vision and Deep Learning Techniques
15:05 - 15:20Guoqiang Ren
(Zhejiang University)
Invited talk #5 - Mobile robotic platform for specialty crop cultivation
15:20 - 15:35Session 1: Panel Discussion (Moderator: Qiao and Alen; Panellists: Invited Speakers of Session 1)
15:35 - 15:553-min Paper/Poster Presentations (breaks included)
Session 2:AI and Robotics-driven Solutions for Farm Management: current status, needs and demands for sustainable food production
Co-Chairs: Alen, Wessam
15:55 - 16:10Sven Behnke
(University of Bonn)
Invited talk #6 - In-field High-resolution 3-D Plant Phenotyping
16:10 - 16:25Yu Jiang
(Cornell University)
Invited talk #7- Robotic systems to support the development of resilient and sustainable speciality crops
16:25 - 16:40Muhammad Naveed Tahir
(PMAS-Arid Agriculture University)
Invited talks #8 AI application for weeds, disease detection and management
16:40 - 16:55Guoyu Lu
(University of Georgia)
Invited talk #9 - AI Based 3D Modeling and Assessment for Sustainable Agriculture and Environment
16:55 - 17:10Lakmal Seneviratne
(Center for Autonomous Robotic Systems Mechanical)
Invited talk #10 - Challenges for future autonomous greenhouse farming
17:10 - 17:25Session 2: Panel Discussion (Moderator: Allen, Wessam : Invited Speakers of Session 2)
17:25 - 17:30Final remarks and close out
17:30 - 19:00Networking and Dinner

Organizers

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Dr.Yongliang Qiao

The University of Adelaide

Personal Website

Email: yongliang.qiao@adelaide.edu.au

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Manoj Karkee

Washington State University

Personal Website

Email: manoj.karkee@wsu.edu

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Wessam Essam Elssawy

Agricultural Engineering Research Institute,Egypt

Personal Website
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Alen Alempijevic

University of Technology Sydney

Personal Website

Email: Alen.Alempijevic@uts.edu.au