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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Mikheev, P.V. Kheeroug, S.S. Yakin, G.Yu. Todhunter, J.S. |
| Copyright Year | 1996 |
| Description | Author affiliation: Botanical Gardens, Kazan State Univ., Russia (Mikheev, P.V.) |
| Abstract | For the analysis of landscapes, the method of multispectral image (MSI) representation as a uniform space-morphological hierarchy of the segmented images is proposed, convenient for their direct interpretation by a person and for the classification on the basis of expert knowledge. The basis of the proposed segmentation method is the hierarchical clustering (HC) approach in a combination with the wavelet transform. In the proposed method the wavelet transform is used for the solving of two problems: Preparation of data for convenient HC and enabling the execution of MSI segmentation. To present MSI in a form, convenient for recognition by generalization of a spatial and morphological structure in a uniform hierarchy, it is shown by examples, that the proposed method gives the expert an opportunity to successfully interpret MSI on the basis of brightness polyfeatures, using expert knowledge. This result may be useful for different geobotanical, syntaxonomical and ecological interpretations. Analysis of this type of representation has a large potential for yielding information about the influence of different factors of the environment. |
| Starting Page | 189 |
| Ending Page | 191 |
| File Size | 355353 |
| Page Count | 3 |
| File Format | |
| ISBN | 0780330684 |
| DOI | 10.1109/IGARSS.1996.516287 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 1996-05-31 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Remote sensing Image segmentation Personal communication networks Spatial resolution Vegetation mapping Multispectral imaging Labeling Wavelet analysis Pattern analysis Euclidean distance |
| Content Type | Text |
| Resource Type | Article |
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