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 …

SPARKLES – TOOLBOX SPARKLES is an interdisciplinary research project at the Hanzehogeschool Groningen (Hanze). The project focuses on the responsible, large-scale deployment of floating solar panels (Floating PV) on inland waters. Toolbox Students will learn for example to: Understand FPV technology …

Technieken op het gebied van machine learning (ML) worden op grote schaal toegepast in de gezondheidszorg, variërend van precisiegeneeskunde tot de mogelijkheid van preventieve zorg. Een algemeen probleem bij klinische studies is de combinatie van hoge dimensionaliteit en kleine steekproefomvang, wat …

The approach to homelessness in the Netherlands is currently undergoing a paradigm shift, moving away from shelter-based systems toward direct and unconditional housing, as articulated in the National Action Plan on Homelessness Eerst een Thuis. However, the regular housing supply often fails to meet …

During and in the aftermath of the COVID-19 crisis older people presented significantly reduced practice of physical activity and social contact and were exposed to several psychological stress factors that negatively affected physical and mental health. To change this for the better, the Erasmus+ project …

Background and aim. To improve the indoor environmental quality (IEQ) in schools, the Dutch government issued a program of requirements (PoR) “Fresh Schools”. This study aims to determine the effect of adopting class A (high IEQ) or B (moderate IEQ) of this PoR on students’ comfort and performance. Requirements …

Background and Aim. Many patients experience anxiety during hospitalization. Hospital environments can support patients with the mitigation of anxiety. The aim of this study was to gain a better understanding of which design elements can affect sense of control, social support, and positive distraction, …

Background and Aim. Developing green campuses anticipates to contemporary environmental and health challenges by enhancing biodiversity with green spaces and promoting well-being through outdoor education and active pathways. Inspired by The UN Sustainable Development Goals (SDGs), this paper highlights …

Facility management (FM) is pivotal in creating spaces and services that foster equitable and cohesive societies. A role that becomes even more critical as one in four adults in the European Union is disabled, with 52% experiencing discrimination (Eurostat, 2025). Despite the EU’s 2007 ratification of …