Projects
Material inspection by shortwave infrared hyperspectral image analysis. University of Antwerp
Learning-based computational strategies for multimodal image analysis of neurovascular diseases KU Leuven
Neurovascular diseases such as ischemic stroke are one of the most prevalent causes of disability worldwide. In ischemic stroke, blood flow to a specific region of the brain is hampered by a thrombosis or embolism occluding a cerebral artery. The main treatment strategies of ischemic stroke consist of restoring perfusion through intravenous injection of a thrombolytic drug and/or endovascular thrombectomy, with time from onset to reperfusion ...
Data fusion for image analysis in remote sensing. University of Antwerp
Data fusion for image analysis in remote sensing Ghent University
Progress in sensor technology has advanced the remote sensing domain, enabling access to a multitude of satellite and airborne data products, each with their own spatial and spectral resolutions, coverage and revisiting times. While each of these modalities provides valuable information by itself, their combination is likely to deliver even richer knowledge. In this project, the term “fusion” is used as the general term for combining ...
Semantic Image Analysis Towards a Visual Turing Machine. KU Leuven
In the recent years visual recognition systems have progressed with leaps and bounds in their accuracy. The vision of this research proposal is to go beyond the existing, accurate, yet rough visual recognition machines, and approach an ideal Visual Turing Machine, namely a machine that would pass as a human when analyzing visual data. We identify 3 directions for this vision. First, beyond generic predictions a Visual Turing Machine should ...
An image storage platform for analysis management and mining. KU Leuven
To understand what leads to the derailing of regulatory processes under disease conditions like neurodegenerative diseases and cancer, it is of outmost importance to precisely and quantitatively locate and measure the building blocks of such mechanisms in cells and organisms. This requires an ever increasing resolution of imaging cells both spatially and temporally. The inherent (increasing) problem that scientists are facing is to have an ...
Advanced hyperspectral image analysis for material characterization. University of Antwerp
"An image of the actual": A rhetorical-ideological analysis of Victorian public discourse in Anthony Trollope's literary and biographical works. KU Leuven
Combined X-Ray Fluorescence and Absorption CT (XRF-CT) imager for non-destructive 3D elemental/structural analysis on the microscopic scale. Ghent University
In several scientific disicplines (environmental and life sciences, toxicology, cosmo chemistry, geochemistry, archeology, electronics), there is an increasing demand for the development of non-destructive techniques for spatial distribution of elements within the material to be examined, along with the internal morphology thereof on the micrometer scale, may be determined in situ. The recent developments in the field of micro-XRF and ...