3D Non-separable Moment Invariants

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F23%3A00575788" target="_blank" >RIV/67985556:_____/23:00575788 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-031-44237-7_28" target="_blank" >http://dx.doi.org/10.1007/978-3-031-44237-7_28</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-031-44237-7_28" target="_blank" >10.1007/978-3-031-44237-7_28</a>

Result language
angličtina
Original language name
3D Non-separable Moment Invariants
Original language description
In this paper, we introduce new 3D rotation moment invariants, which are composed of non-separable Appell moments. The Appell moments can be substituted directly into the 3D rotation invariants instead of the geometric moments without violating their invariance. We show that non-separable moments may outperform the separable ones in terms of recognition power and robustness thanks to a better distribution of their zero surfaces over the image space. We test the numerical properties and discrimination power of the proposed invariants on three real datasets – MRI images of human brain, 3D scans of statues, and confocal microscope images of worms.
Czech name
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Czech description
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Project
<a href="/en/project/GA21-03921S" target="_blank" >GA21-03921S: Inverse problems in image processing</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Computer Analysis of Images and Patterns. CAIP 2023
ISBN
978-3-031-44236-0
ISSN
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e-ISSN
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Number of pages
11
Pages from-to
295-305
Publisher name
Springer
Place of publication
Cham
Event location
Limassol
Event date
Sep 25, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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