Layered RC Circuit Model for Background Subtraction
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86086490" target="_blank" >RIV/61989100:27240/13:86086490 - isvavai.cz</a>
Result on the web
<a href="http://link.springer.com/chapter/10.1007%2F978-3-642-41939-3_20" target="_blank" >http://link.springer.com/chapter/10.1007%2F978-3-642-41939-3_20</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-41939-3_20" target="_blank" >10.1007/978-3-642-41939-3_20</a>
Alternative languages
Result language
angličtina
Original language name
Layered RC Circuit Model for Background Subtraction
Original language description
The background subtraction is a technique widely used for video analysis, mainly moving object detection for surveillance systems. Such algorithms must be robust, fast and it has to be able to deal with dynamic backgrounds like water surface or moving tree branches. Also, they should be able to deal with illumination changes and objects casted shadows. Generally, in computer vision the algorithms with a physical background have the best performance. We propose an algorithm for background subtraction based on a model of layered RC circuits. We tested our method on video sequences acquired from level crossing and on commonly used datasets. Finally, we have compared the proposed method with other frequently used methods.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science. Volume 8034
ISBN
978-3-642-41938-6
ISSN
0302-9743
e-ISSN
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Number of pages
11
Pages from-to
199-209
Publisher name
Springer Verlag
Place of publication
London
Event location
Rethymnon
Event date
Jul 29, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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