| Issue |
ITM Web of Conferences
Volume 6, 2016
6th Seminar on Industrial Control Systems: Analysis, Modeling and Computation
|
|
|---|---|---|
| Article Number | 03007 | |
| Number of page(s) | 5 | |
| Section | Systems analysis | |
| DOI | https://doi.org/10.1051/itmconf/20160603007 | |
| Published online | 25 March 2016 | |
The research of image segmentation algorithms based on Vilenkin-Crestensen functions
Ryazan state radioengineering university, Electronic computing machines department, 390005 Ryazan, Russia
a Corresponding author: kostrov.b.v@evm.rsreu.ru
The problem of Vilenkin-Crestenson functions (VCF) application to process aerospace images is considered. Theoretical grounds of VCF basis and its construction in the field of m-based numeric systems with operation of inversion by Walsh are discribed. Examples of basic functions system building on the basis of VCF with different bases and their application to image segmentation are shown. Avdvantages of using image segmentation algorithm based on VCF basis are discribed. Band pass spectrum restriction possibilities to highlight borders and edge the regions of similar density are given. Different forms of VCF spectrum restriction and its combinations with thier impact to image segmentation results are shown. Technical vision system application of sugested algorithm are shown. VCF basis abbility to highlight objects to be used in correlation-extreme navigation systems are shown. The experimental results of using VCF in comparasing with traditional Fourie basis are given.
© Owned by the authors, published by EDP Sciences, 2016
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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