Assistant Professor in Visual Computing at Durham University. Stuart's research focus is on Visual Reasoning to understand the layout of visual content from Iconography (e.g. Sketches) to 3D Scene understanding and their implications on methods of interaction. He is currently a co-I on the RePAIR EU FET, DCitizens EU Twinning, and BoSS EU Lighthouse. He was a co-I on the MEMEX RIA EU H2020 project coordinated at IIT for increasing social inclusion with Cultural Heritage. Stuart has previously held a Researcher & PostDoc positions at IIT as well as PostDocs at University College London (UCL), and the University of Surrey. Also, at the University of Surrey, Stuart was awarded his PhD on visual information retrieval for sketches. Stuart holds an External Scientist at IIT, Honorary roles UCL and UCL Digital Humanities, and an international collaborator of ITI/LARSyS. He also regularly organises Vision for Art (VISART) workshop and Humanities-orientated tutorials and was Program Chair at British Machine Conference (BMVC) 2021.
My research activities fit broadly into Spatial Reasoning — how we can reason about the layout of objects in space in both 2D and 3D to provide insight or retrieve relevant information. My research has a keen interest on varied data types including those from the Humanities such as Art and Cultural Heritage.
Exploring using Depth and Knowledge to answer questions specifically related to the layout of a 3D scene from a 2D perspective.
Detection, Representation and Reasoning on simplified representations or symbols such as Sketch, Line, Hatching, Motifs or icons.
Identifying and retrieving relevant knowledge held within Knowledge Graphs to support Computer Vision tasks such as Visual Question and Answering or reasoning on location.
Reconstructing the semantic relational structure of the scene using geometry and knowledge. Providing advanced interaction for questioning and reasoning.
Principally on layout of content in 2D or 3D and how to make decisions that influence about a path or option linked with Visual Question and Answering
We have explored using sketches to search collections of videos using Visual Storyboarding to express the sequence of events in the target clip.
We are using sequences to retrieve information providing a broader context than a one-off search. We have demonstrated through Free-Hand storyboarding and storey synthesis.
Within VR we explored the use free-hand sketching in an Immersive Environment (VR) with multiple modalities for the task of retrieval.
Providing storytelling experiences overlaying information of surrounding Cultural Heritage and the stories of the particpants in the MEMEX Project.
PostDoc Collaborator
PostDoc Collaborator
PhD Student
PhD Student
PostDoc Collaborator
Research Fellow
External Collaborator
This opportunity is only open to students from Durham University.
We are excited to announce that we have secured funding from EPSRC to run student internships through Michaelmas term to March 2026! These will run during term time at 6 hours per week, running alongside full-time study. £2,500 per student is available to support their participation in this opportunity.
These internships are being made available through the Bede National HPC service, hosted by N8.
This project focuses on adapting and implementing benchmarks for performance evaluation of cluster-based assembly tasks in puzzle solving environments. This exciting opportunity combines high-performance computing with algorithmic problem-solving.
Perfect for students interested in high-performance computing, algorithm optimization, and computational problem-solving!
Please submit an Expression of Interest (EOI) vie email outlining (as responses to):
EOI Application Deadline: 5pm on Wednesday 8th October 2025
EOI Submission via email: Dr Stuart James (stuart.a.james@durham.ac.uk)
Shortlisted candidates will be invited for a brief chat (online) on the 9th/10th October 2025. Unfortunately, due to the short deadline it is not possible to talk before submitting an EOI.
Do NOT submit via the ARC form. You are expected to have an academic support which will only be provided for the selected applicant.
Selected candidate will be proposed to ARC for the deadline:
Application Deadline: 5pm on Monday 13th October 2025
Supervised by: Dr Stuart James, in collaboration with Dr Eamonn Bell and Dr Anne Reinarz.
This summer, Durham University Computer Science student Samuel Waugh completed a research internship with the N8 Centre of Excellence in Computationally Intensive Research (N8 CIR) under my supervision, developing ArteFact - an innovative web-based tool that helps art historians uncover meaningful connections between paintings and scholarly writing using a domain-adapted CLIP model. What impressed me most was how quickly Samuel was able to translate a complex research idea into a usable system, showing real creativity, technical skill, and careful consideration for end users.
More details at: https://stuart-james.com/research/2025/10/03/N8-CIR.html
Our group is always looking for good PhD candidates, so if you are interested in doing a PhD in Vision-based Spatial Reasoning please contact me to discuss the options. For more details review research areas and publications especially before making an inquiry or application.
Current Funding options:
Outline available at: FindAPhD
Reach out with your CV and a brief statement of your research interests and why you are interested in doing a PhD with us and how you plan to fund your PhD. If there is a mutual interest we will have a brief conversation and detail the application process at Durham University. You will then submit an application then we will arrange an interview with myself and the potential second supervisor. You will then receive on the outcome of your application typically within a couple of weeks of the interview.
Open call for interest in co-writing a MSCA Postdoctoral Fellowship on Computer Vision at Durham University. Wide array of topics we can discuss, but includes everything from digitisation to understanding and reasoning. The MSCA is an international collaborative program so a long-term secondment is required.
Project Duration: 1-2 Years
The EU provides support for the recruited researcher in the form of
In addition, funding is provided for
Full details at
https://marie-sklodowska-curie-actions.ec.europa.eu/actions/postdoctoral-fellowships
Please send me an Expression of Interest (EOI) with "MSCA Postdoctoral Fellowships" in the subject line. Your EOI should include the following:
I am looking for the brightest and most motivated researchers to join this exciting program. This is your chance to work on transformative projects, gain international experience, and contribute to groundbreaking advancements in Computer Vision. I look forward to reviewing your application and exploring the potential for collaboration!
This summer, Durham University Computer Science student Samuel Waugh completed a research internship with the N8 Centre of Excellence in Computationally Intensive Research (N8 CIR) under my supervision. Over the course of the project, Samuel designed and developed ArteFact, an innovative web-based tool that helps art historians and cultural researchers uncover meaningful connections between paintings and scholarly writing.
Co-Chair for the BMVA Computer Vision Summer School
Organising VISART VII: Vision for Art
Co-Chair for the BMVA Computer Vision Summer School
Joined Durham University as Assistant Professor (Lecturer)
Organising VISART VI: Vision for Art
Affiliated to Interactive Technologies Institute (ITI/LARSyS)
New EU project - RePAIR
Program Chair at BMVC’21
Organising VISART V: Vision for Art
Rejoined Visual Geometry and Modelling Lab of IIT
Researcher (Assist. Prof) in Cultural Heritage in IIT
Moved to Istituto Italiano di Tecnologia (IIT)
Became Honorary Research Associate at UCL
Invited to Rank Prize Symposium on Computer Vision and Video Effects
Graduated as Doctor of Philosophy
Research Associate at UCL with Prof. Tim Weyrich
Defended PhD Thesis
Accepted at International Conference on Computer Vision (ICCV'25) in Hawaii, USA.