Name
Title | ||
|---|---|---|
Multispectral Image Compression, Intelligent Analysis, And Hierarchical Search In Image Databases |
Abstract | ||
|---|---|---|
In this paper, a new approach is offered for the efficient processing and analysis of groups of multispectral images of the same objects. It comprises several tools: the Modified Inverse Pyramid Decomposition; 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 the definition of a large number of parameters, which are used for object analysis and evaluation. When combined with the KASER expert system, this approach yields a flexible tool for the analysis of multispectral images of the same object. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.4018/jmdem.2012100101 | INTERNATIONAL JOURNAL OF MULTIMEDIA DATA ENGINEERING & MANAGEMENT |
Keywords | Field | DocType |
Hierarchical Search in Image Databases, Invariant Object Representation, KASER Expert Systems, Modified Mellin-Fourier Transform, Multispectral Images | Hierarchical search,Computer vision,Inverse,Pattern recognition,Computer science,Multispectral image,Expert system,Invariant (mathematics),Artificial intelligence,Pyramid,Database | Journal |
Volume | Issue | ISSN |
3 | 4 | 1947-8534 |
Citations | PageRank | References |
0 | 0.34 | 24 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Stuart Harvey Rubin | 1 | 73 | 20.96 |
| Roumen K. Kountchev | 2 | 46 | 12.62 |
| Mariofanna G. Milanova | 3 | 155 | 20.19 |
| Roumiana Kountcheva | 4 | 11 | 8.05 |