Object segmentation in images with complex background and morphology in the example of pore segmentation on microfiltration membranes

In this paper, the problem solution in determining the parameters of microfiltration porous membranes is described. Membrane parameters are found using their microscopic images, which are often of very poor quality (overexposed or have false objects). The technique of preprocessing of the overexpose...

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Bibliographic Details
Published in:Pattern recognition and image analysis 2011-09, Vol.21 (3), p.556-559
Main Author: Tsvetkov, A. V.
Format: Article
Language:English
Subjects:
Algorithms
Applied Problems
Automation
Computer Science
Filtering
Image Processing and Computer Vision
Image processing systems
Membranes
Microfiltration
Morphology
Pattern Recognition
Porosity
Preprocessing
Segmentation
Studies
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Description
Summary:In this paper, the problem solution in determining the parameters of microfiltration porous membranes is described. Membrane parameters are found using their microscopic images, which are often of very poor quality (overexposed or have false objects). The technique of preprocessing of the overexposed images is offered, based on morphological filtering.
ISSN:1054-6618
1555-6212
DOI:10.1134/S1054661811021082