Ciucu, Mariana and Heas, Patrick and Datcu, Mihai and Tilton, J.C. (2003) Scale Space Exploration for Mining Image Information Content. In: Lecture Notes in Computer Science: Mining Multimedia and Complex Data, 2003, pp. 118 - 133, Springer-Verlag Heidelberg.
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Abstract
In this paper, we describe an application of a scalespace clustering algorithm (melting) for exploration of image information content. Clustering by melting considers the feature space as a thermodynamical ensemble and groups the data by minimizing the free energy, having the temperature as a scale parameter. We develop clustering by melting for multidimensional data, and propose and demonstrate a solution for the initialization of the algorithm. processes of analyzing data from different perspectives and summarizing it into useful information.
Item URL in elib: | https://elib.dlr.de/8274/ | |||||||||||||||
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Document Type: | Contribution to a Collection | |||||||||||||||
Additional Information: | LIDO-Berichtsjahr=2004, | |||||||||||||||
Title: | Scale Space Exploration for Mining Image Information Content | |||||||||||||||
Authors: |
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Date: | 2003 | |||||||||||||||
Journal or Publication Title: | Lecture Notes in Computer Science: Mining Multimedia and Complex Data, 2003, pp. 118 - 133, | |||||||||||||||
Refereed publication: | Yes | |||||||||||||||
Open Access: | No | |||||||||||||||
Gold Open Access: | No | |||||||||||||||
In SCOPUS: | No | |||||||||||||||
In ISI Web of Science: | No | |||||||||||||||
Volume: | LNAI 2797 | |||||||||||||||
Editors: |
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Publisher: | Springer-Verlag Heidelberg | |||||||||||||||
Status: | Published | |||||||||||||||
Keywords: | Image Information Mining, Scale Space Analysis, Entropy | |||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport (old) | |||||||||||||||
HGF - Program: | Space (old) | |||||||||||||||
HGF - Program Themes: | W EO - Erdbeobachtung | |||||||||||||||
DLR - Research area: | Space | |||||||||||||||
DLR - Program: | W EO - Erdbeobachtung | |||||||||||||||
DLR - Research theme (Project): | UNSPECIFIED | |||||||||||||||
Location: | Oberpfaffenhofen | |||||||||||||||
Institutes and Institutions: | Remote Sensing Technology Institute | |||||||||||||||
Deposited By: | Roehl, Cornelia | |||||||||||||||
Deposited On: | 16 Jan 2006 | |||||||||||||||
Last Modified: | 06 Jan 2010 22:34 |
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