3 papers
cs.HC2026
From Multimodal Signals to Adaptive XR Experiences for De-escalation Training
Birgit Nierula, Karam Tomotaki-Dawoud, Daniel Johannes Meyer +4
We present the early-stage design and implementation of a multimodal, real-time communication analysis system intended as a foundational interaction layer for adaptive VR training.…
cs.CV2026
Event-Level Detection of Surgical Instrument Handovers in Videos with Interpretable Vision Models
Katerina Katsarou, George Zountsas, Karam Tomotaki-Dawoud +6
Reliable monitoring of surgical instrument exchanges is essential for maintaining procedural efficiency and patient safety in the operating room. Automatic detection of instrument…
cs.CV2025
AppleGrowthVision: A large-scale stereo dataset for phenological analysis, fruit detection, and 3D reconstruction in apple orchards
Laura-Sophia von Hirschhausen, Jannes S. Magnusson, Mykyta Kovalenko +6
Deep learning has transformed computer vision for precision agriculture, yet apple orchard monitoring remains limited by dataset constraints. The lack of diverse, realistic dataset…