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In this paper was presented coupling BEM and Set Level methods for identification of unknown shape of interface in electrical impedance tomography (EIT). It's shown how determinate velocity, how extend it, how use it to move interface and finally how to reset level function.
W artykule zaprezentowano połączenie metody elementów brzegowych i metody zbiorów poziomicowych w poszukiwaniu nieznanego kształtu w elektrycznej tomografii impedancyjnej. Pokazane zostało jak wyznaczyć prędkość na symulowanym brzegu, jak ją rozszerzyć i wykorzystać do przesunięcia brzegu jak również w jaki sposób reinicjować funkcję poziomicową, ostatecznie przedstawiono przykład identyfikujący trzy...
Niniejsza publikacja jest krótkim opisem założeń technologicznych oraz funkcjonalnych systemu umożliwiającego kontrolę jakości produkcji za pomocą systemów wizyjnych. W proponowanym systemie do segmentacji obrazów została użyta metoda zbiorów poziomicowych (ang. Level Set Metod).
The article presents an application to the topology optimization in electrical impedance tomography using the level set method. The level set function is based on shape and topology optimization for areas with partly continuous conductivities. The finite element method has been used to solve the forward problem. The proposed algorithm is initialized using topological sensitivity analysis. Shape derivative...
In this work, there were implemented methods to analyze and segmentation medical images by using topological, statistical algorithms and artificial intelligence techniques. The solution shows the architecture of the system collecting and analyzing data. There was tried to develop an algorithm for level set method (LSM) applied to piecewise constant image segmentation. These algorithms are needed to...
This paper presents the hybrid algorithm for identification the unknown shape of an interface to solve the inverse problem in electrical impedance tomography. The conductivity values in different regions are determined by the finite element method. The numerical algorithm is a combination of the level set method, Gauss-Newton method and the finite element method. The representation of the shape of...
In this work, there were implemented methods to analyze and segmentation medical images by using different kind of algorithms. The solution shows the architecture of the system collecting and analyzing data. There was tried to develop an algorithm for level set method applied to piecewise constant image segmentation. These algorithms are needed to identify arbitrary number of phases for the segmentation...
The solution shows the architecture of the system collecting and analyzing data. There was tried to develop algorithms to image segmentation. These algorithms are needed to identify arbitrary number of phases for the segmentation problem. With the use of algorithms such as the level set method, neural networks and deep learning methods, it can obtain a quicker diagnosis and automatically marking areas...
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