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