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Scale Space Exploration for Mining Image Information Content

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.

Document Type:Contribution to a Collection
Additional Information: LIDO-Berichtsjahr=2004,
Title:Scale Space Exploration for Mining Image Information Content
Authors:
AuthorsInstitution or Email of Authors
Ciucu, MarianaUNSPECIFIED
Heas, PatrickCNES
Datcu, MihaiUNSPECIFIED
Tilton, J.C.UNSPECIFIED
Date:2003
Journal or Publication Title:Lecture Notes in Computer Science: Mining Multimedia and Complex Data, 2003, pp. 118 - 133,
Refereed publication:Yes
In ISI Web of Science:No
Volume:LNAI 2797
Editors:
EditorsEmail
Springer-Verlag Heidelberg, UNSPECIFIED
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: Cornelia Roehl
Deposited On:16 Jan 2006
Last Modified:06 Jan 2010 22:34

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