Indoor service robots need perception that is robust, more privacy-friendly than RGB video, and feasible on embedded hardware. We present a camera-free 2D LiDAR object detection pipeline that encodes short-term temporal context by stacking three consecutive scans as RGB channels, yielding a compact YOLOv8n …

Within the Province of Zeeland, tree removal is generally allowed, but it is required to notify the province and replant an equivalent number of trees within three years. However, there is limited insight into tree removal that is not reported through this mandatory notification system, resulting in …

Background. Between 20% and 35% of registered youth players disengage from amateur football clubs within any given season, most without formally withdrawing. Volunteer coaches, who average four to six hours per week on coaching activity, identify individual player feedback as the task they most frequently …

The goal of this graduation project is to analyse, design, and implement a new AI component within the 4Food ERP system that improves the detection, prevention, and prediction of quality and quantity issues in food manufacturing processes and demonstrate the feasibility of integrating an AI-based solution …

Radiotherapy departments face increasing pressure due to rising patient volumes, workforce shortages, and complex multidisciplinary workflows. Although Hospital Information Systems (HIS) capture time‑stamped workflow data, these data are rarely transformed into actionable insights that support continuous …

BACKGROUND: The growing aging population and staff shortages are placing pressure on Dutch nursing homes (NHs). These challenges have led to an increased interest in digital health technologies. Among these are wearable devices that allow for remote continuous monitoring of vital signs. An example is …

Faults silently degrade HVAC performance, wasting energy and diminishing indoor well-being. How can artificial intelligence help us diagnose them? This paper shares insights into challenges of large-scale practical HVAC diagnostics and presents efforts from the Brains4Buildings project, specifically …

This white paper introduces the foundations of industrial automation and explains why it matters in modern production environments. It clarifies what industrial automation is and what industry cares about, such as reliability, safety, productivity and maintainability. It also explains how automation …

Background & aim Adequate protein intake is essential during recovery from illness to prevent complications such as malnutrition, sarcopenia, and delayed wound healing. Mobile applications may support self-monitoring and early detection of inadequate intake. This study evaluated the concurrent validity …

Indoor service robots need perception that is robust, more privacy-friendly than RGB video, and feasible on embedded hardware. We present a camera-free 2D LiDAR object detection pipeline that encodes short-term temporal context by stacking three consecutive scans as RGB channels, yielding a compact YOLOv8n …