Gaze-based, context-aware robotic system for assisted reaching and grasping

A Shafti, P Orlov, AA Faisal - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Assistive robotic systems endeavour to support those with movement disabilities, enabling
them to move again and regain functionality. Main issue with these systems is the complexity …

Eye tracking insights into physician behaviour with safe and unsafe explainable AI recommendations

M Nagendran, P Festor, M Komorowski… - NPJ Digital …, 2024 - nature.com
We studied clinical AI-supported decision-making as an example of a high-stakes setting in
which explainable AI (XAI) has been proposed as useful (by theoretically providing …

MIDAS: Deep learning human action intention prediction from natural eye movement patterns

P Festor, A Shafti, A Harston, M Li, P Orlov… - arXiv preprint arXiv …, 2022 - arxiv.org
Eye movements have long been studied as a window into the attentional mechanisms of the
human brain and made accessible as novelty style human-machine interfaces. However, not …

Semantic gaze labeling for human-robot shared manipulation

RM Aronson, H Admoni - Proceedings of the 11th ACM symposium on …, 2019 - dl.acm.org
Human-robot collaboration systems benefit from recognizing people's intentions. This
capability is especially useful for collaborative manipulation applications, in which users …

Gaze-contingent decoding of human navigation intention on an autonomous wheelchair platform

M Subramanian, S Park, P Orlov… - 2021 10th …, 2021 - ieeexplore.ieee.org
We have pioneered the Where-You-Look-Is Where-You-Go approach to controlling mobility
platforms by decoding how the user looks at the environment to understand where they want …

Non-invasive cognitive-level human interfacing for the robotic restoration of reaching & grasping

A Shafti, AA Faisal - 2021 10th international IEEE/EMBS …, 2021 - ieeexplore.ieee.org
Assistive and Wearable Robotics have the potential to support humans with different types of
motor impairments to become independent and fulfil their activities of daily living …

ARiana: augmented reality based in-situ annotation of assembly videos

T an Pham, T Moesgen, S Siltanen, J Bergström… - IEEE …, 2022 - ieeexplore.ieee.org
Annotated videos are commonly produced for documenting assembly and maintenance
processes in the manufacturing industry. However, according to a semi-structured interview …

Natural Gaze Informatics: Toward Intelligence Assisted Wheelchair Mobility

M Subramanian, AA Faisal - Eye Tracking: Background, Methods, and …, 2022 - Springer
Controllers such as the joystick, sip “n” puff, and head mount (gyro control) in the electric
wheelchair cannot accustom to people with severe disabilities. Artificial intelligence (AI) …

Contrôle biomimétique de prothèses à partir des mouvements résiduels et d'informations contextuelles

E Ségas - 2023 - theses.hal.science
Bien que pouvant être considérée comme une affection rare, l'absence de tout ou d'une
partie du membre supérieur impacte fortement la qualité de vie des personnes en souffrant …

Eye-tracking of clinician behaviour with explainable AI decision support: a high-fidelity simulation study

M Nagendran, P Festor, M Komorowski… - ICML 3rd Workshop on … - openreview.net
Explainable AI (XAI) is seen as important for AI-driven clinical decision support tools but
most XAI has been evaluated on non-expert populations for proxy tasks and in low-fidelity …