Research and Patents
This is a place to collect some info on my patents, publications, and previous research. I hope to add some of my current and newer work too, as it becomes public. My work is mostly in the area of AI in general, and specifically robotics and perception.
Selected public talks and media are availible here.
An overview of my PhD and MSc work is preserved here.
Publications & Selected Invited Talks
Prarthana Bhattacharyya, Joshua Mitton, Ryan Page, Owen Morgan, Ben Menzies, Gabriel Homewood, Kemi Jacobs, Paolo Baesso, David Trickett, Chris Mair, Taru Muhonen, Rory Clark, Louis Berridge, Richard Vigars and Iain Wallace, ‘Helios: An extremely low power event-based gesture recognition for always-on smart eyewear’, in ECCV’24 Integrating Computer Vision in Smart Eyewear, 2024. Best Research Paper Award Winner.
P. Rendell, I. Wallace, M. Woods, and D. Long, ‘PMOPS: The Planetary Mission On-Board Planner and Scheduler’, in Proc. 14th Symposium on Advanced Space Technologies in Robotics and Automation, 2017.
I. Wallace, M. Woods, ‘Exploring and Exploiting Large Field Trial Datasets for Perception and Simulation’, in Proc. 14th Symposium on Advanced Space Technologies in Robotics and Automation, 2017.
I. Wallace, N. Read, M. Woods, ‘LabelMars.net: Driving Next-Generation Science Autonomy with Large High Quality Dataset Collection’, in Proc. 14th Symposium on Advanced Space Technologies in Robotics and Automation, 2017.
Iain Wallace, S. P. Schwenzer, M. Woods , N. Read, S. Wright, K. Waumsley, L. Joudrier, LabelMars.net: Crowd-Sourcing an Extremely Large High Quality Martian Image Dataset, 48th Lunar and Planetary Science Conference, LPSC 2017
Iain Wallace, Invited book review of Planetary Rovers: Robotic Exploration of the Solar System, The Aeronautical Journal January 2017, Royal Aeronautical Society.
Iain Wallace, Invited Talk: Mars Rovers to Inspection Robots: GPUs for Applied Machine Intelligence and Visualisation, GPU Technology Conference 2016, Amsterdam
Iain Wallace, Mark Woods, MASTER: A Mobile Autonomous Scientist for Terrestrial and Extra-Terrestrial Research,13th Symposium on Advanced Space Technologies in Robotics and Automation, ASTRA 2015
Mark Woods, Andy Shaw, Iain Wallace, Mateusz Malinowski, The Chameleon Field Trial: Toward Efficient, Terrain Sensitive Navigation, 13th Symposium on Advanced Space Technologies in Robotics and Automation, ASTRA 2015
Mark Woods, Andy Shaw, Iain Wallace, Mateusz Malinowski and Philip Rendell, Demonstrating Autonomous Mars Rover Science Operations in the Atacama Desert, 13th Symposium on Advanced Space Technologies in Robotics and Automation, ASTRA 2015
Mark Woods, Andy Shaw, Iain Wallace, Mateusz Malinowski and Philip Rendell, Demonstrating Autonomous Mars Rover Science Operations in the Atacama Desert, 12th International Symposium on Artificial Intelligence, Robotics and Automation in Space – i-SAIRAS 2014
Mark Woods, Andy Shaw, Iain Wallace, Mateusz Malinowski and Philip Rendell, Simulating Remote Mars Rover Operations in the Atacama Desert for Future ESA Missions 13th International Conference on Space Operations 2014
Iain Wallace and Michael Rovatsos, A Computational Framework for Practical Social Reasoning, Computational Intelligence, doi: 10.1111/coin.12014, 2013
Aylett, R.; Kriegel, M.; Wallace, I.; Marquez Segura, E.; Mecurio, J.; Nylander, S.; Vargas, P., “Do I remember you? Memory and identity in multiple embodiments” RO-MAN, 2013 IEEE , vol., no., pp.143,148, 26-29 Aug. 2013
Iain Wallace, Michael Kriegel and Ruth Aylett, Migrating Artificial Companions, Demo & Paper, In Proceedings of the Eleventh International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012),
Iain Wallace, Ph.D. Thesis, Social Reasoning in Multi-Agent Systems with the Expectation-Strategy-Behaviour Framework, 2010
Iain Wallace and Michael Rovatsos. Executing specifications of social reasoning agents. In Wiebe van der Hoek, Gal A. Kaminka, Yves Lesperance, Michael Luck, and Sandip Sen, editors, Proceedings of The Eighth International Workshop on Declarative Agent Languages and Technologies, 2010.
Iain Wallace and Michael Rovatsos. Bounded Social Reasoning in the ESB Framework. In Proceedings of the Eighth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), pages 1097-1104, 2009.
Iain Wallace, An Expectation Framework for Agent Social Reasoning, European Agent Systems Summer School, selected student paper, 2007.
A. Bonenfant, Z. Chen, K. Hammond G. Michaelson, A. Wallace, I. Wallace, Towards resource-certified software: a formal cost model for time and its application to an image-processing example, Proceedings of the 2007 ACM symposium on Applied computing. Online here.
Z. Chen, Z. Husz, I. Wallace, A. Wallace, Video Object Tracking Based on a Chamfer Distance Transform, IEEE International Conference on Image Processing (ICIP) 2007
I. Wallace, A mean-shift tracker: implementations in C++ and Hume, Technical Report HW-MACS-TR-0035, Heriot-Watt Technical Report Series 2005
Iain Wallace, A Hybrid Architecture for Robotic Soccer, MEng thesis, University of York, 2006.
Patents
- Computing Device and Method for Video Object Detection - EP3877895A1 (2021)
- Method and System for Colour Video Processing - WO2021058347A1 (2021)
- Method and System for Subsea Colour Video Processing - GB2581549B (2021)
- Subsea Surveying System - GB2582554A (2020)
- Surveying System for Surveying in Harsh Environments - EP3942254A1 (2020)
- Camera Module and Multi Camera System for Harsh Environments - US11457144B2 (2019)
- Subsea Camera Module and Multi Camera System - GB2570748A (2019)