Stereo Matching for Natural Images with Different Contrasts
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F15%3A00307654" target="_blank" >RIV/68407700:21230/15:00307654 - isvavai.cz</a>
Result on the web
<a href="http://www.isj-imaging.org/event/ICAI2015/ICAI2015_program.html" target="_blank" >http://www.isj-imaging.org/event/ICAI2015/ICAI2015_program.html</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Stereo Matching for Natural Images with Different Contrasts
Original language description
In this paper, we propose a robust stereo matching method based on a guided filter using cost function which estimates both similarity of a pixel value and gradient around an image point. We use Moravec's Normalized Cross-Correlation (MNCC) to compute similarity of gradient at corresponding points. We experimentally confirm that the performance of our method for image pairs which have different contrasts is better than in methods based on the guided filter using conventional cost function such as SSD.
Czech name
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Czech description
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Classification
Type
O - Miscellaneous
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GAP103%2F12%2F1578" target="_blank" >GAP103/12/1578: Structural and Semantic Modeling of Architecture as a Digital Image Interpretation Problem</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů