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A combined GP-GPU/FPGA desktop system for accelerating image processing application (GUDI). Vrije Universiteit Brussel

This projects targets companies which are in need of more processing power for executing their applications in a reasonable time. The project focuses on image processing in the medical sector, but the generic results will be widely applicable. The project will offer companies the opportunity to learn in an efficient and cost-effective way the differences and the programming techniques of GPUs and FPGAs, and lower the threshold for using them.
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Project Partner Agreement3D Time-Of-Flight Image Processing Enhancement Vrije Universiteit Brussel

André Miodezky, Hichem Sahli

Electronics and Informatics

The research institute 'VUB' and the 'Softkinetic NV' have entered into a service-agreement concerning the project' Project Partner Agreement
3D Time-Of-Flight Image Processing Enhancement'. The research results can be transferred to the company, there can be a reasonable return in case of commercialisation or there is another kind of agreement on intellectual property, as outlined in the concluded agreement.

Dictionary Learning and Distributed Inference for the Processing of Large-scale Heterogeneous Image Data (DOLPHIN) Ghent University

Aleksandra Pizurica

Department of Telecommunications and information processing

Huge data sets are generated at increasing pace across various disciplines. It is becoming more and more common to acquire the information about the same phenomenon with a multitude of different sensors. For example, in medical diagnostics various imaging modalities are often combined (e.g., X-ray CT and magnetic resonance images) as well as totally different types of data (like one-dimensional electrocardiograms and four-dimensional ...

Automated Analysis of Histological Images Using Machine Learning and Image Processing Techniques KU Leuven

Greet Van den Berghe

Laboratory of Intensive Care Medicine

SUMMARY

Histology studies microscopic tissue appearance and properties.

Histology analysis is used to study disease at the cellular level. This analysis happens through microscopic examination of tissue sections,

thin slices of tissue that were obtained from biopsies, mounted on a microscope slide, and made visible using a specific dye. Digital imaging allows individual microscopic structures, ...

Experimental Validation of Residual Stress Simulations in Welded Steel Tubes with Digital Image Correlation KU Leuven

Guido De Roeck, Luc Schueremans

Structural Mechanics Section, Department of Materials Engineering, Department of Civil Engineering, Materials Technology, Ghent and Aalst Technology Campuses

As each production process introduces residual stresses in the material, cold-rolled steel tubes are not delivered stress-free. The motivation of this research can be traced back to the laser cutting of tubes. During the cutting process, residual stresses are relieved, which causes deformation of the tube and a reduction of the precision of cut. Residual stresses also play a role in stress corrosion and sudden collapse of tubular ...

Digital Image Correlation enriched quantification of polymorphic random field uncertainty in finite-element models KU Leuven

David Moens

Mecha(tro)nic System Dynamics (LMSD)

The objective of this PhD is to develop an inverse method for the quantification of imprecise random fields, based on full-field strain measurements (Digital Image Correlation (DIC)). A physics-informed deep-learning architecture (e.g., an intelligent combination of a convolutional/recurrent Neural Networks or deep Gaussian process with the governing physical equations) is trained to predict imprecise random-field descriptors (covariance ...

Multimodal image processing and data management platform KU Leuven

Vincent Vandecaveye

Translational MRI, Translational Cell & Tissue Research, Nuclear Medicine & Molecular Imaging

The increasing personalized treatment of cancer requires more sophisticated diagnosis and treatment follow-up. Newly introduced (pre)clinical imaging techniques including (whole body) diffusion-weighted MRI and simultaneous PET/MRI have the requirements for this task. However, before being introduced in clinical routine, these techniques need to be validated in correlation to histopathology, patient survival and gene signatures as well as allow ...

High-resolution digital image acquisition and archiving of dinoflagellate cysts as a tool in palaeoecology and biostratigraphy Ghent University

Stephen Louwye

Department of Geology

Dinoflagellates are part of the marine phytoplankton and produce so-called resting cysts during the sexual stages of their life cycle. These cysts are very small (generally between 15 and 100 um), very resistant and are abundantly present in sediments. Distributions of dinoflagellates and their cysts are determined by environmental parameters such as temperature, salinity, nutrients and ice cover, and subsequently these form excellent ...

Smart Farming 4.0 – IN4.0 ready hyperspectral image processing platform for disease detection in agriculture and fruit growing Research Institute for Agriculture, Fisheries and Food

Jonathan Van Beek, Simon Cool, David Nuyttens, Jürgen Vangeyte

Technology and Food Science

Main research question/goal

Through a faster detection of plant diseases, farmers could gain in efficiency and minimize use of crop protection products. Within the project 'Proeftuin Smart Farming 4.0 ', the researchers chose two plant disease cases in which they wanted to raise the digital image recognition and the diagnostic interpretation to a (near) market ready level. First, it concerns alternaria (a fungal disease) in potato ...

Promut II: Workflow for the automatic processing of digital aerial photographs into a GRB mutation and anomaly detection in the context of the GRB bijhoudingsproces: from prototype to operational system Ghent University

Sidharta Gautama