All Student Theses and Projects

Freezing of gait (FoG) is a common and disabling motor symptom in patients with Parkinson’s disease (PD), characterized by brief, episodic absence or marked reduction of forward progression of the feet despite the intention to walk. Patients often describe it as feeling as though their feet are “glu...

Bachelor's / Master's Thesis / Research Internship / Project The aim of our research is to explore the potential of digital technologies in psychological research to better understand human psychology and behavior. Many psychological research areas still rely on “traditional” methods, such as labor...

Bachelor's / Master's Thesis / Research Internship / Project The observation of body posture and movements is a promising extension to the established biopsychological markers for stress measurement, such as self-reports, saliva, or blood samples. Body posture and movements provide additional infor...

Bachelor's / Master's Thesis / Research Internship / Project Psychological assessments often rely on subjective measures such as self-reports and interviews. However, recent advancements in computer vision and machine learning enable the extraction of objective biomarkers from video data, such as f...

Topic Description: Camera traps are widely used in wildlife monitoring, but automated species recognition remains challenging due to low image quality, occlusions, and morphological similarities between species. Most existing approaches rely on single-frame classification, disregarding valuable t...

Video-based animal re-identification has the potential to outperform image-based approaches by leveraging not only spatial but also temporal features. However, progress in this field is severely hindered by the lack of publicly available datasets. To address this, our group has developed one of the ...

Depression is one of the most common mental health disorders, significantly reducing an individual’s quality of life. Psychologists use various methods to detect and assess depression, such as analysing facial expressions, speech patterns, and head movements. In this research, our goal is to detect ...

Background Current our project relies only on raw time-series IMU data for word/sentence-based online handwriting recognition. However, handwriting motion contains patterns that may be more distinguishable in the frequency domain. By converting IMU signals into spectrograms, we capture both tempora...

Project / Research Internship Background Are you interested in clinical research, data analysis, and exploring the real-world challenges of digital health technologies? Join our research team to analyze data from a clinical trial investigating the effects of physiotherapy and home-based training i...

Bachelor's / Master's Thesis / Research Internship / Project Fear avoidance (FA) beliefs (i.e. movements may lead to pain/injury) motivate patients with chronic primary low back pain (CPLBP) to avoid physical activity and may thereby contribute to the maintenance of pain and disability. Patients’ c...