DocumentCode :
570192
Title :
Intelligent processing and analysis of groups of multispectral images
Author :
Rubin, Steve ; Kountchev, Roumen ; Milanova, Mariofanna ; Kountcheva, Roumiana
Author_Institution :
Space & Naval Warfare Syst. Center, SSC-PAC, San Diego, CA, USA
fYear :
2012
fDate :
8-10 Aug. 2012
Firstpage :
165
Lastpage :
172
Abstract :
In this paper is offered one new approach for efficient processing and analysis of groups of multispectral images of same objects. It comprises several tools: the Inverse pyramid decomposition for still images; the invariant object representation with Modified Mellin-Fourier transform, and the hierarchical search in image databases, for which the invariant representation is used. The new approach permits to define large number of parameters, which are used for object analysis and evaluation. When combined with the KASER expert system, this approach turns into a flexible tool for analysis of multispectral images of the same object.
Keywords :
Fourier transforms; expert systems; geophysical image processing; image representation; image retrieval; visual databases; KASER expert system; Mellin-Fourier transform; group analysis; hierarchical search; image databases; intelligent processing; invariant object representation; multispectral images; object analysis; object evaluation; still images inverse pyramid decomposition; Approximation methods; Image coding; Image databases; Search problems; Transform coding; Transforms; Vectors; Hierarchical search in image databases; Invariant object representation; KASER expert systems; Modified Mellin-Fourier transform; Multispectral images;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Reuse and Integration (IRI), 2012 IEEE 13th International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4673-2282-9
Electronic_ISBN :
978-1-4673-2283-6
Type :
conf
DOI :
10.1109/IRI.2012.6303006
Filename :
6303006
Link To Document :
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