2024 has been a year full of exciting opportunities, remarkable research, and interesting activities. To celebrate the wonderful achievements of our students and supervisors, we look back at just a few of the highlights of the year.
January
At the start of the year the AgriFoRwArdS Students all travelled to Lincoln to take part in the AgriFoRwArdS Seminar Series Day. The event took place at the end of January (24th to 26th), at the University of Lincoln’s beautiful Riseholme Campus, as part of the Lincoln Agri-Robotics (LAR) Mini-Conference, an exciting event focused entirely on agri-food robotics, with engaging sessions, insightful discussions, and valuable networking opportunities.
We heard from interesting speakers from across the domain of agri-robotics within the University of Lincoln, as well as keynote presentations from the Academic Leads of the new SUSTAIN CDT. We also held our Quarterly Research Progress Meeting, which gave those student’s who had just begun their PhD study the previous October, an opportunity to update on the first few months of their PhD study, and their plans moving forward.
You can read more about the event here.
Also in January:
- Grzegorz Sochacki submitted his PhD thesis.
- Elijah Almanzor‘s paper ‘High-Speed Tactile Braille Reading via Biomimetic Sliding Interactions‘ was published in IEEE Robotics and Automation Letters.
- Xumin Gao wrote an article about his use of the University of Lincoln’s new robot, Spot, to assist his PhD research – Read more.
- Students attended the Lincoln Institute for Agri-Food Technology (LIAT) Breakfast Briefing, hearing from Prof Elizabeth Sklar about ‘AI for Sustainable Agriculture: What is it, how does it work and what’s it good for?’, with reflections from Craig Leadley, Campden BRI.
February
The transition from a taught MSc programme to autonomous PhD research can feel slightly overwhelming, and as much as students can be provided with information and resources to help with this transition, nothing compares to hearing from those who have actually lived it.
Each February the newest Cohort to join the CDT come together in an online student-led session to hear from those who are already in the midst of their PhD. The event gives a brief look into the transition to PhD life at each of the three universities, and allows our students to share thoughts and experiences with each other and to support each other through this process.
During the session Students had the opportunity to ask questions of their fellow students, and even learnt things they didn’t know they needed to know!
“The students running the session had prepared questions themselves, so once all of our questions had been answered, they continued with a quick-fire few minutes of answering their own questions. This was useful as we don’t know what we don’t know, and did not think to ask some of the questions they answered for us.”
Thank you to all our PhD students who engaged with this session to provide support for their fellow students.
Also in February:
- Jack Foster travelled to Canada to present his poster titled ‘Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening’ at the 38th AAAI Conference on Artificial Intelligence (AAAI-24) – Read more.
- Amie Owen presented at Campden BRI’s Knowledge Sharing Session.
- Xumin Gao presented at the British Beet Research Organisation (BBRO) BeetTech24 in Newmarket, his presentation was titled ‘Automatic Aphid Counting Based on Deep Learning in Unstructured Agriculture Environments’.
- Students visited the Manufacturing Technology Centre in Coventry for the Implementing Robotics into your Business training.
- Garry Clawson presented at the UK-India Critical Minerals Conference in Bhubaneshwar, India.
- AgriFoRwArdS Co-I Prof Simon Pearson attended the Queens Anniversary Ceremony at Buckingham Palace – Read more in the April 2024 newsletter.
March
The AgriFoRwArdS CDT is committed to embedding equality, diversity, and inclusion (EDI) throughout its practices and as part of this the CDT is committed to upskilling our students. In March students undertook a series of workshops as part of a wider programme of EDI training and activities, which were run by the University of Cambridge EDI team.
The first of the two workshops focused on unconscious bias and aimed to provide students with an understanding of the origins of bias and stereotypes, and how to outsmart biases and overcome them to foster an inclusive working environment.
“I think that the seminar host was very knowledgeable, she covered EDI from so many different aspects and provided a very good overview of how we all have intrinsic biases that we are not aware of.”
The second workshop centred around intercultural communication. Students discovered the significant role culture plays in communication, collaboration and the working environment, and had the opportunity to learn strategies for developing the right skills to grow cultural intelligence.
“I really valued the piece on the speech styles, such as how long different cultures may take in their conversational pauses. It was quite insightful into how my own speech patterns shift when talking to people of different cultures. And possibly contributes to why I communication more difficult with some people compared to others.”
Also in March:
- Emlyn Williams attended and presented his poster titled ‘Learning Robust Rewards Functions from Video Demonstrations’ at the Machine Learning Summer School (MLSS) at the Okinawa Institute of Science and Technology (OIST) in Japan – Read more.
- The Cambridge AgriFoRwArdS team showcased CDT research at IFE Manufacturing 2024 – Read more.
- Elijah Almanzor presented his paper titled ‘Inverse Dynamics Control of Musculoskeletal Structures using Hebbian Based Sensory-Motor Coordination’ and took part in a discussion panel focused on Human-Centred Systems, at the International Conference on Embodied Intelligence 2024 – Read more in the April 2024 newsletter.
- Harry Rogers spoke about his PhD ‘Closing the Loop on Precision Spraying’ at the University of East Anglia Weekly Seminar Series.
- Yi Zhang presented her paper titled ‘Virtual model control for compliant reaching under uncertainties’ and took part in a discussion panel focused on Self-Organised Systems, at the International Conference on Embodied Intelligence 2024 – Read more in the April 2024 newsletter.
- Robbie Cato was part of a discussion panel at the Robotics and Automation Exhibition 2024 – Read more in the October 2024 newsletter.
- AgriFoRwArdS celebrated International Women’s Day – Read more in the April 2024 newsletter.
April
The students visited the National Centre for Food Manufacturing (NCFM), which is located at the University of Lincoln’s Holbeach Campus.
Students were met by CDT Co-Investigator and Deputy Head of School of Agri-food Technology and Manufacturing, Prof Mark Swainson, who gave them a tour of the facilities, including the Research and Development factory and the Centre of Excellence at the Holbeach Food Enterprise Zone.
The tour was followed by training covering topics including; food industry scale; opportunities for digitalisation; the future direction of food sector robotics; practical advice on working with the food manufacturing sector; and blending fundamental and applied research.
“My favourite part of the day was the session by Graham Purnell. He simply” told us about a load of cool projects he’s been involved with over the years. He had a brilliant way of speaking about the motivations of a project and how they were technically interesting. A very knowledgeable and accomplished guy in a very understated way. He led the session and took questions excellently.”
Also in April:
- Rachel Russell presented her poster “Baselines for Prioritisation of Epidemic Control”, at the International Epidemiology Workshop 2024 in Foz do Iguaçu, Brazil – Read more.
- Students visited The Leaf Lab, GrowUp’s vertical farming research lab with the Agri-TechE Early-Career Innovators’ Forum (ECIF) – Read more.
- Grey Churchill led an anonymous online Q&A session allowing students to ask honest questions related to gender diversity and transgender awareness.
- Will Rohde started his CERES funded proof of concept project – Read more in the October 2024 newsletter.
May
Cohort 5 students were invited to attend Riseholme Campus to undertake their ‘Introduction to Agriculture: Opportunities and Challenges’ training. These sessions provide an introduction to the role of current technologies in agriculture as well as hands on experience to help ground student research in real challenges and opportunities.
The sessions include;
- Weed identification, biology, and management by Simon Goodger
- Soils, their use and impact in the environment and how to manage them to ensure sustainable crop development by Iain Gould
- Fundamentals of crops (including; the biology of plants, classification, environmental benefits, and crop protection), the importance of crop rotation, and weed, pest and disease control by Oorbessy Gaju
Following classroom teaching students were then taken into the fields at Riseholme to apply what they have learnt, including a tour of the University’s working farm, which introduced students to the initiatives help shape the farm, along with seeing how technology and the use of big data allows Riseholme Campus to improve welfare for the animals and run the farm.
The series of sessions was rounded off with CDT Mechatronics Engineer Rob Lloyd demonstrating the various robotics used at Riseholme. This gave students a good overview of how technology can be used within agriculture, which hopefully then inspired their MSc and PhD projects.
Also in May:
- Yi Zhang travelled to Japan to take part in the ‘Food Topping Challenge’ competition at the IEEE International Conference on Robotics and Automation (ICRA) 2024 – Read more.
- James Heselden visited the Department of Herbal Crop Research at the National Institute of Horticultural and Herbal Science in South Korea to discuss collaboration – Read more.
- Amie Owen was invited by The Lord Mair CBE to speak at the House of Lords All Party Parliamentary Engineering Group event – Read more.
- Yi Zhang visited her Industry Partner, RT Corporation, in Tokyo – Read more.
- Jack Foster presented his poster titled ‘Loss-Free Machine Unlearning’ at the International Conference on Learning Representations (ICLR) 2024 in Vienna.
- James Heselden presented his workshop paper ‘Unified Mapping Standards for Robotic Systems: Enhancing Interoperability and Efficiency Across Diverse Environments’ at the IEEE International Conference on Robotics and Automation (ICRA) 2024 in Japan.
- Paul-David Zuercher presented at the CIRP Conference on Manufacturing Systems (CMS) 2024 in Povoa de Varzim, Portugal.
- Robbie Cato presented at the IRX (Internet Retailing Expo) & eDX (e-Delivery Expo) 2024 in Birmingham – Read more in the October 2024 newsletter.
- Garry Clawson presented his paper titled ‘Designing Food Supply Chain for Nutrient Delivery and Traceability’ at the Cambridge Agri-Food Supply Chain Resilience Conference 2024.
- Liyou Zhou took part in an AI and Large Language Models Workshop.
- Callum Lennox and Xumin Gao had their paper ‘Developing a hybrid convolutional neural network for automatic aphid counting in sugar beet fields‘ published in Computers and Electronics in Agriculture.
June
June was a busy month for AgriFoRwArdS Students, with site visits to both Dyson Farming and G’s Growers.
In early June the AgriFoRwArdS Students had the pleasure of visiting the Dyson Farming Estate in Carrington, Lincolnshire. Student’s began the day with talks from members of the Dyson Farming team. They were then given an overview and a tour of the Carrington glasshouse site and saw amazing research ongoing at the site.
After visiting the Dyson Farming Estate, students then went on to visit the G’s farming facilities. The talks, and tour, given by the G’s staff finalised the 2024 AgriFoRwArdS Seminars Series events. The students then travelled to Cambridge in readiness for the Quarterly Research Progress Meeting, taking place the next day, at the University of Cambridge’s Engineering Department.
Read more about both visits in the July 2024 newsletter.
Also in June:
- Afsaneh Karami presented her paper titled ‘Unifying Path and Centre-Surround Retinex Algorithms’ at the London Imaging Meeting (LIM) 2024 – Read more.
- Prabuddhi Wariyapperuma and Callum Lennox represented the CDT at the Lincolnshire Show 2024, engaging with the public and school age children, showing them how robotics can benefit the agricultural sector – Read more.
- We celebrated International Women in Engineering Day, speaking to two of our newest AgriFoRwArdS CDT Students, who both joined us to begin their MSc study in October last year – Read more.
- Bethan Moncur presented her paper titled ‘How boundary objects facilitate knowledge integration in small groups’ at the International Society for Professional Innovation Management (ISPIM) Innovation Conference 2024 in Tallinn, Estonia.
- Harry Rogers represented the CDT at the UKRI AI Centre for Doctoral Training in Sustainable Understandable agri-food Systems Transformed by Artificial INtelligence (SUSTAIN) Industry Event, engaging in a Q&A for industry sponsors.
- James Bennett presented his paper titled ‘Even Simpler Tone Curves’ at the London Imaging Meeting (LIM) 2024.
- Elijah Almanzor‘s paper ‘Utilising redundancy in musculoskeletal systems for adaptive stiffness and muscle failure compensation: a model-free inverse statics approach‘ was published in Bioinspiration & Biomimetics.
July
The AgriFoRwArdS CDT students travelled to Wageningen University & Research (WUR) in the Netherlands in early July for the annual AgriFoRwArdS Summer School, which this year was held in collaboration with WUR.
The Summer School saw CDT students and Wageningen students work together to focus on tasks within various aspects of the robotic phenotyping pipeline. They got to align with existing projects and research themes from within the CDT and WUR, and cover different processing steps like Active Robot Control, Data acquisition, Data integration/mapping, and Feature extraction. Days were filled with programming and development, socials, tours, and inspiring talks. The event kicked off with a welcome lunch, and concluded with presentations by each team, and a focus on the bigger picture of robotic phenotyping.
Read more about the AgriFoRwArdS Summer School in the July 2024 newsletter.
July was a busy month and following the Summer School the 5th AgriFoRwArdS CDT Annual Conference took place at the Enterprise Centre, UEA, from 21st – 23rd July 2024. On the theme of Robots in Action!, the conference featured speakers from both academia and industry and included both a workshop and presentation on topics relevant to Equality, Diversity, and Inclusion (EDI).
Keynote speakers included Duncan Russell of Ocado Technology – with delegates also treated to an impressive video of the Ocado robots in the foyer – and Robin Wang of Living Optics, with many stories to tell from his experiences on the front line of venture capitalism. Other speakers included Becky Dodds of Agri-Tech-E, Trisha Toop of the UK Agri-Tech Centre, Louise Manning of the University of Lincoln, and Abigail Powell of the Eleanor Glanville Institute.
Read more about the AgriFoRwArdS Summer School in the July 2024 newsletter.
Also in July:
- Students participated in an Enhancing Women’s Participation in Robotics Workshop at the CDT Annual Conference.
- Kyle Fogarty began a Research Scientist internship at Hike Medical, focused on Revolutionizing Foot Geometry Capture with Machine Learning – Read more.
- James Bennett was interviewed for Techopedia news article ‘AI in agriculture‘.
- Omar Ali and Eden Attenborough competed at Robocup 2024 as part of the AgriFoRwArdS sponsored University of Lincoln team.
- Grzegorz Sochacki passed his PhD viva subject to corrections.
- Yi Zhang presented at the UKACC PhD Showcase and InstMC Awards Night and Annual Distinguished Lecture 2024, her presentation was titled ‘Virtual model control for manipulation and path planning under uncertainties.
- Elijah Almanzor, Will Rohde, and Jack Bradley represented the AgriFoRwArdS CDT at the University of Cambridge Engineering Department Open Day – Read more in the July 2024 newsletter..
- Mazvydas Gudelis took part in the Oxford Machine Learning Summer School 2024 (MLx Health & Bio and MLx Representation Learning & GenAI) – Read more in the July 2024 newsletter.
August
In August 2024 the AgriFoRwArdS Students and staff travelled to Brunel University in London to attend the Towards Autonomous Robotic Systems Conference (TAROS).
There were five papers, presented via posters by AgriFoRwArdS staff and students, across the three day conference, including Andy Perrett, James Heselden, Robert Stevenson, Omar Ali, and Dr Athanasios Polydoros. Prof Marc Hanheide, Director of the CDT, also attended as a keynote speaker.
In addition to this fantastic show of CDT student work, Robert Stevenson, Dimitris Paparas, Catherine Merchant, Benjamin Nicholls, Omar Ali, Emmanuel Soumo, and James Heselden, were joined by Wageningen University & Research PhD student David Rapado-Rincon for the PGR-ECR day on Friday 23rd August. AgriFoRwArdS, alongside other robotics CDTs from across the UK, came together to share their research with each other. With talks, discussion panels, and videos, the students, along with Marc Hanheide, gave delegates an interesting look into the work which took place as part of the AgriFoRwArdS Summer School this July, which took place in collaboration with Wageningen University & Research.
Read more about the TAROS experience here.
Also in August:
- Alex Elias travelled to Los Angeles to present at the 33rd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2024). He presented his first paper “Unveiling Trust Dynamics with a Mobile Service Robot: Exploring Various Interaction Styles for an Agricultural Task” – Read more.
- Will Rohde and Vijja Wichitwechkarn had their paper ‘Data-driven definition and modelling of plant growth‘ published in Smart Agricultural Technology.
- Rachel Russell began a work placement with her industry partner, the Department for Environment, Food and Rural Affairs (Defra).
- Harry Rogers submitted his PhD thesis.
- Jack Foster‘s paper ‘Identifying contributors to supply chain outcomes in a multi-echelon setting: a decentralised approach‘ was published in IEEE Transactions on Industrial Informatics.
- James Bennett finished his internship with Industry Partner Antobot and began working with them alongside his PhD research.
- Xumin Gao visited Rothamsted Research to meet the Insect Investigate Group to discover the challenges they face in differentiating between and counting aphids.
- Harry Rogers had his paper ‘Advancing precision agriculture: domain-specific augmentations and robustness testing for convolutional neural networks in precision spraying evaluation‘ published in Neural Computing and Applications.
September
September saw the newest PhD students welcomed to their universities before beginning their PhD research.
On 24th September the Lincoln team and students came together for the Quarterly Research Progress Meeting and PhD tutorial. The event focused specifically on welcoming the Cohort 5 students to the PhD phase of their research at Lincoln and included discussion focused on the PhD experience at Lincoln, providing the Cohort 5 students with an introduction to the PhD, tips and tricks for succeeding, and some helpful insights into maintaining wellbeing as a PhD student.
In Cambridge, the AgriFoRwArdS CDT members listened to student presentations, and new students received tips on how to handle the demands and needs of Cambridge PhD studies from other CDT students who were happy to share their experiences.
At East Anglia students met with Academic Lead Prof Richard Harvey to welcome the new students to Norwich, and share knowledge and experiences.
Read more about the welcome events in the October 2024 newsletter.
Also in September:
- Jack Foster completed his Alan Turing Institute Enrichment Scheme Placement award – Read more.
- Harry Rogers was a member of the University of East Anglia Long Covid Datathon Organisation Committee.
- Robbie Cato presented at the Robotics & Automation Conference 2024 (Robocon).
- Violet Mayne presented her paper titled ‘Automating the Clock Drawing Test with Deep Learning and Saliency Maps’ at the EPIA Conference on Artificial Intelligence 2024 in Viana do Castelo, Portugal.
- Haris Matsantonis presented at the Conference on Applied Geometric Algebras in Computer Science and Engineering (AGACSE) 2021 in Czech Republic.
- Jack Foster started an internship with Samsung Electronics UK Limited.
- Alex Elias and Garry Clawson attended Potato Days UK 2024.
October
October saw the official start of the new academic year at all three institutions, and with that the commencement of the majority of the Cohort 5 PhDs in earnest!
University of East Anglia
The final three UEA students began their PhD journey with all three returning to their undergraduate alma mater following their MSc in Lincoln;
- Eden Attenborough commenced her project titled “Integration of Communication, Positioning, Navigation, and Timing for Agri-robots”. Her Primary Supervisor is Dr Edwin Ren and she will be collaborating with CHC Tech Ltd.
- George Davies‘s project “Beyond the visible – spectral imaging and analysis for crop health and yield monitoring” began. He is working with Primary Supervisor Dr Michal Mackiewicz and collaborating with NIAB.
- Violet Mayne began her PhD titled “Surveying the Agricultural Landscape using a hyperspectral camera”. She is being supervised by Prof Graham Finlayson and is working with Living Optics and CEFAS.
University of Lincoln
The PhD took off for six of the seven Lincoln Cohort 5 students;
- Omar Ali is studying under the supervisor of Dr Helen Harman, his project will focus on evaluating how humans are affected by robot actions. Omar’s project is being supported by Ocado Innovation.
- Benjamin Nicholls is working with Dr Shaun Coutts on his project focused on machine vision weed detection systems.
- Elliot Smith is going to work with Dr Helen Harman, his project will look into multi-robot teams for in-field harvesting.
- Emmanuel Soumo is studying his PhD under Dr Athanasios Polydoros‘s supervision, he will be focusing on optimisation of greenhouse salad production. Emmanuel is collaborating with Crystal Heart Salad on his project.
- Robert Stevenson is working with Dr Alexandr Klimchik on his project on adaptive sensing and mapping of environmental conditions.
- Jacob Swindell is going to be studying his PhD with Dr Riccardo Polvara and his project will focus on UAV and deep learning for agricultural mapping. Jacob’s project is being supported by farmB.
Robbie Cato kicked off the final year of his MSc too, and we are looking forward to finding out more about his project in 2025. He will be starting his PhD next October, and will be working with Dr Francesco Del Duchetto and collaborating with The Douglas Bomford Trust.
University of Cambridge
Two students, Dimitris Paparas and Catherine Merchant, will be conducting their PhD research with support from the James Dyson Foundation, and Liyou Zhou‘s PhD proposal attracted the attention of Wayve, a London-based company focused on developing artificial intelligence (AI) technology for self-driving cars. Omar Faris and Amanda Xu are also beginning their research at Cambridge, focused on tactile sensing and robotic manipulation respectively.
Also in October:
- Emmanuel Soumo visited his Industry Partner Crystal Heart Salad to discuss collaboration on his PhD project.
- Garry Clawson became the Global Supply Chain Observatory Lead at the University of Cambridge.
- Karoline Heiwolt‘s dataset ‘Lincoln’s Annotated Spatio-Temporal Strawberry Dataset (LAST-Straw)’ was published on Segments.ai.
- Harry Rogers passed his PhD viva subject to corrections.
- Vijja Wichitwechkarn‘s paper ‘Impact of data for forecasting on performance of model predictive control in buildings with smart energy storage‘ was published in Energy and Buildings.
- Yi Zhang presented her poster ‘Virtual model control for compliant reaching under uncertainties’ at the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024) in Abu Dhabi.
- Garry Clawson presented at the MINEX Europe Forum 2024, his presentation was titled ‘Building Transparency in Critical Mineral Supply Chains: Global Supply Chain Observatory’.
- Paul-David Zuercher had his paper titled ‘The power of play: gamification in virtual workplace training‘ published in the European Journal of Work and Organizational Psychology.
- CDT Technician Narges Hosseini participated in a session focused on Encouraging Women’s Participation in Robotics at the Women Driving the Growth of Sustainability, Responsible Innovation & Inclusivity Conference.
November
AgriFoRwArdS once again showcased at Agri-TechE’s REAP Conference, one of the premier events in the UK’s Agri-tech sector, which brings together key players to place farmers at the heart of innovation.
This year we were thrilled to be able to showcase several robotics innovations, including a dual robotic arm developed by RT Corporation, an AgriFoRwArdS industry partner. Yi Zhang attended the event to assist with the showcase as she works closely with RT Corporation’s robotics within her research. Calvin John, University of East Anglia AgriFoRwArdS student, also shared his research, which focuses on improving GNSS accuracy using purely visual techniques.
Find out more about AgriFoRwArdS’ presence at REAP 2024 in the October 2024 newsletter.
Also in November:
- Alex Elias led his first workshop titled “Challenges and Opportunities for the Adoption and Integration of Human-Robot Interaction Technologies” at the 12th International Conference on Human-Agent Interaction, held at Swansea University – Read more.
- Robbie Cato was a judge for the Robotics and Automation Awards 2024 – Read more in the October 2024 newsletter.
- Bradley Hurst started a work placement with farmB.
- Students welcomed winners of the US Institute of Food Technologists (IFT) Research Video Competition. The Competition was sponsored by Campden BRI, and the winners from America visited the University of Lincoln where our students presented their research and showed the students the amazing things taking place at Riseholme.
- Students contributed to the future of arable and horticultural innovation technology in the UK engaging in UK Agri-Tech Centre horizon scanning report workshop.
December
We finished the year how it began, with everyone travelling back to Lincoln for the AgriFoRwArdS Seminar Series Day, the first of the 2024/25 academic year, and the Quarterly PhD Research Progress Meeting.
The two day event focused on developing the entrepreneurial skills of our students, with guest speakers Louise Sutherland (Agri-Tech Project Development Director, CERES) and Prof Simon Pearson (Head of School of Agri-Food Technology and Manufacturing, University of Lincoln) speaking about innovation communication with stakeholders and making the transition from student to running a business respectively. AgriFoRwArdS EDI Lead Prof Abigail Powell also got involved, running a workshop for students and staff focused on inclusive leadership.
We also had the opportunity to attend the Lincoln Institute for Agri-Food Technology (LIAT) Breakfast Briefing, where Prof Simon Parsons (Professor of Machine Learning and Director of SUSTAIN CDT, University of Lincoln) and Dr Mercedes Torres Torres (Head of Machine Learning, B-Hive Innovations Ltd) discussed exploring the role of artificial intelligence in agriculture.
Amongst these talks we heard from those students who started their PhD study in October 2024, who gave their updates on the first few months of their PhD study, and their plans moving forward.
On the evening of day one we held our festive get together. Usually these events take place locally at each university, but we jumped at the chance of getting everyone together to celebrate the amazing achievements this year, and the wonderful community that AgriFoRwArdS had become.
Also in December:
- Afsaneh Karami presented at the Centre for Environment, Fisheries and Aquaculture Science (Cefas) PhD Student Conference 2024.
- Liyou Zhou presented his paper titled ‘A Neural Simulator from Open Source Components’ at the IEEE International Conference on Robotic Computing (IRC) 2024.
- Emmanuel Soumo become a Research Assistant in Selective Harvesting for Delicate Produce at the University of Lincoln.
- Xumin Gao presented his paper titled ‘Interactive Image-Based Aphid Counting in Yellow Water Traps under Stirring Actions’ at the Visual Observation and Analysis of Vertebrate and Insect Behavior workshop at the 27th International Conference on Pattern Recognition (ICPR) 2024.
We would like to thank all of our students for their continued hard work over the last year. The AgriFoRwArdS CDT are proud of each of you, and are looking forward to what you will do in 2025.
This year has been full of opportunity for our students, and we can’t wait to see what 2025 holds!