Performance in competitive diving is dependent on the position of the body during different key moments of the exercise. Therefore, it is important for athletes to receive immediate feedback regarding their pose at these key moments, such that they can improve if necessary. Currently, a manual appro...
Description:
This project employs sophisticated techniques to detect depression in its early stages. By utilizing a specialized toolkit called OpenFace, we analyze facial action units and extract important features from the EmpkinS D02 dataset. These features are then used to train machine learn...
Description:
This project utilizes cutting-edge technology to detect depression at its early stages. We use facial behavior analysis software to extract facial attributes, which are then used to train models for depression detection. Our methodology is built upon the EmpkinS D02 dataset. By integ...
Gait simulations based on neuromusculoskeletal models are used to study the control of human movement and can help to understand the interaction between the central nervous system and the body in changing environmental or physical conditions . Deep Reinforcement learning (RL) can learn a controller ...
Project / Research Internship
Background
Breast cancer is a significantly effects the health and quality of life (QoL) of patients. Meditation, MBSR and Breathing Exercises have shown to improve the QoL of patients.
We are currently implementing a mobile application in combination with a hardwa...
Project / Research Internship
Background
Breast cancer is a significantly effects the health and quality of life (QoL) of patients. Measurement of health-related quality of life (HRQoL) aims to
capture the perceived impact of the disease and its treatment on patients’ physical, emotional, and soc...
Implementation / Master's Project
Many studies investigating the cortisol awakening response (CAR) suffer from a lack of precise and objective methods for assessing the awakening and saliva sampling times. Failure to correctly report times or to adhere to the study protocol, which is common in unsu...
Master's Thesis / Research Internship / Student Assistant
The golf swing is arguably one of the most complex whole-body movements in sports . It requires significant physiological effort and precise neuromuscular control to accelerate the clubhead to more than 160 km/h in one-fifth of a second . Th...
Master's Thesis / Research Internship / Student Assistant
The golf swing is arguably one of the most complex whole-body movements in sports . It requires significant physiological effort and precise neuromuscular control to accelerate the clubhead to more than 160 km/h in one-fifth of a second . Th...
Research Internship / Project
The reverse engineering of human movements. Inverse Optimal Control, also called Inverse Reinforcement Learning, is used to find a cost function that is related to a certain movement. For human movement, the exact cost function is unknown. Current Inverse Optimal Contr...
