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  Detection of objects in noisy images and site percolation on square lattices

Langovoy, M., & Wittich, O.(2009). Detection of objects in noisy images and site percolation on square lattices (2009-035).

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0013-C21A-E Version Permalink: http://hdl.handle.net/21.11116/0000-0003-0A1B-5
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 Creators:
Langovoy, M1, Author              
Wittich, O, Author
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1External Organizations, ou_persistent22              

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 Abstract: We propose a novel probabilistic method for detection of objects in noisy images. The method uses results from percolation and random graph theories. We present an algorithm that allows to detect objects of unknown shapes in the presence of random noise. Our procedure substantially differs from wavelets-based algorithms. The algorithm has linear complexity and exponential accuracy and is appropriate for real-time systems. We prove results on consistency and algorithmic complexity of our procedure.

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 Dates: 2009-11
 Publication Status: Published in print
 Pages: 14
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: Report Nr.: 2009-035
BibTex Citekey: LangovoyW2009
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Title: EURANDOM Reports
Source Genre: Series
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Publ. Info: Eindhoven, The Netherlands : Technische Universiteit Eindhoven
Pages: - Volume / Issue: 2009-035 Sequence Number: - Start / End Page: - Identifier: -