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Mutual Information Based Measure for Image Content Characterization
Faur, Daniela and Gavat, Inge and Datcu, Mihai (2006) Mutual Information Based Measure for Image Content Characterization. In: Current Topics in Artificial Intelligence Lecture Notes in Computer Science, 4177. Springer-Verlag. pp. 342-349. ISBN 978-3-540-45914-9. ISSN 0302-9743 (Print) 1611-3349 (Online)
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Official URL: http://www.springerlink.com/content/3lj8443412072561/?p=e56add16d175436c91cc52e878409960&pi=1
Abstract
In this paper, we use primitive feature extraction and clustering to code the image information content. Our purpose is to describe the complexity of the information based on the combinational profile of the clustered primitive features using entropic measures like mutual information and Kullback-Leibler divergence.
| Document Type: | Contribution to a Collection | ||||||||
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| Additional Information: | doi: 10.1007/11881216_36 | ||||||||
| Title: | Mutual Information Based Measure for Image Content Characterization | ||||||||
| Authors: |
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| Date: | 13 October 2006 | ||||||||
| Journal or Publication Title: | Current Topics in Artificial Intelligence | ||||||||
| Volume: | 4177 | ||||||||
| Page Range: | pp. 342-349 | ||||||||
| Publisher: | Springer-Verlag | ||||||||
| Series Name: | Lecture Notes in Computer Science | ||||||||
| ISSN: | 0302-9743 (Print) 1611-3349 (Online) | ||||||||
| ISBN: | 978-3-540-45914-9 | ||||||||
| Status: | Published | ||||||||
| Keywords: | image processing, information content, mutual information, Kullback-Leibler divergence | ||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||
| HGF - Program: | Space | ||||||||
| HGF - Program Themes: | W EO - Erdbeobachtung | ||||||||
| DLR - Research area: | Space | ||||||||
| DLR - Program: | W EO - Erdbeobachtung | ||||||||
| DLR - Research theme (Project): | W - Vorhaben Bildwissenschaften (old) | ||||||||
| Location: | Oberpfaffenhofen | ||||||||
| Institutes and Institutions: | Remote Sensing Technology Institute > Image Science | ||||||||
| Deposited By: | Gottfried Schwarz | ||||||||
| Deposited On: | 17 Jun 2008 | ||||||||
| Last Modified: | 27 Apr 2009 15:00 |
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