Projects
Project Partner Agreement3D Time-Of-Flight Image Processing Enhancement Vrije Universiteit Brussel
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
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
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, ...
Multimodal image processing and data management platform KU Leuven
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
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) ...
Experimental Validation of Residual Stress Simulations in Welded Steel Tubes with Digital Image Correlation KU Leuven
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
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 ...
High-resolution digital image acquisition and archiving of dinoflagellate cysts as a tool in palaeoecology and biostratigraphy Ghent University
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 ...
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
The development of the prototype (PROMUT) for archiving, retrieval and processing of digital images to a change of air detection system is ready to be deployed in the operational on AGIV GRB updating processes. The operating system (PROMUTII) over time can also be activated in other applications such as the monitoring of land use and vegetation. The project includes the following sequential steps: 1. critical design review of the prototype ...