News

News

Research updates, publications and project milestones.

September 2026 · Featured update

ISC-Perception selected for the cover of Buildings

ISC-Perception was selected as the cover article for Buildings, Volume 16, Issue 17. The paper presents a hybrid dataset of real, photorealistic and synthetic imagery for robotic assembly of Intermeshed Steel Connections.

Published August 2026·Buildings 16(17), 3407
ISC-Perception Buildings cover
Archive

Research updates

Publications, project milestones and selected technical work.

ISC-Perception published in Buildings

The paper introduces a hybrid vision dataset for robotic assembly of Intermeshed Steel Connections.

DOI ↗

ConPose published in Machine Vision and Applications

ConPose presents a jointly trained RGB framework for component detection and pose estimation in robotic structural assembly.

DOI ↗

Technical work on LLM observability and LLMOps

Through ISx4 AI Research, I co-authored work on trace-level observability for production LLM applications and operating practices for lean AI product teams.

Observability ↗LLMOps ↗

Robotic ISC assembly strategy presented at ISARC 2025

The paper sets out a collaborative human-robot strategy and experimental platform for automated assembly of Intermeshed Steel Connections.

DOI ↗

SLYKLatent published in IEEE Transactions on Human-Machine Systems

The paper develops self-supervised facial representation learning and patch-aware gaze estimation.

DOI ↗

QUB-PHEO published in IEEE Access

QUB-PHEO provides multi-view visual data for intention inference in collaborative assembly, covering 70 participants and 36 subtasks.

DOI ↗Dataset ↗