Projects
Image reconstruction for in situ Computed Tomography University of Antwerp
Performance-Enhancing Techniques for Tucker Tensor Decompositions in Data Processing KU Leuven
As datasets grow in size, so has their dimensionality in many cases. Numerical data in the form of arrays with 3 or more dimensions, i.e. tensors, are commonly found in hyperspectral imaging, diffusion tensor imaging, simulations, X-ray scans, and so on. Even relational databases can be represented using sparse tensors. As a result of this trend, tensor decompositions were developed to process such multidimensional numerical data. Among ...
Strategic Research Programme: Processing of large scale multi-dimensional, multi-spectral, multi-sensorial and distributed data (M³D²) Vrije Universiteit Brussel
Compressed Shape Sensing meets Dynamic Electron Tomography (4D-ATOM). University of Antwerp
International Joint Research Group - Joint Laboratory on Audio Visual Signal Processing Vrije Universiteit Brussel
Big Heterogeneous Data Sensing and Processing in Computer Vision Ghent University
We focus on building a new information-theoretic framework in computer vision for sensing and analysis of Big Data by upgrading recent results from homogeneous to heterogeneous data types. This include extending the compressed sensing framework towards handling prior information, structured noise and erroneous measurements, and towards applications for improved image reconstruction and content analysis in biomedical and remote sensing ...
Assessment of electrode pressure and signal quality of improved wearable EEG headset prototypes University of Antwerp
Signal-representation techniques as inspiration for designing optimization algorithms. KU Leuven
Functional Materials to Optically Report Cellular Forces in Natural ECM KU Leuven
Cells are known to probe their environment by applying force to it. As a result, cells adapt their behaviour to the properties of extracellular matrix (ECM) and the forces applied to the system. An increasing number of reports shows that mechanical cues provide additional inputs into molecular signaling networks, which in turn regulate cell adhesion and ECM remodeling. Despite the growing interest in the field, understanding ...