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A region-based image fusion algorithm using multiresolution segmentation

Zhenhua Li, / Zhongliang Jing, / Gang Liu, / Shaoyuan Sun, / Henry Leung,

This paper describes a region-based multiresolution (MR) image fusion algorithm. The MR segmentations of source images to be fused are obtained by fuzzy c-means clustering. From these MR region representations of all the input images, we obtain a shared MR region representation to label all the input images. The fusion process is guided by these MR region representations. Experiment results using real data show that the proposed algorithm works well in multisensor image fusion.

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A region-based image fusion algorithm using multiresolution segmentation

Zhenhua Li, / Zhongliang Jing, / Gang Liu, / Shaoyuan Sun, / Henry Leung,

This paper describes a region-based multiresolution (MR) image fusion algorithm. The MR segmentations of source images to be fused are obtained by fuzzy c-means clustering. From these MR region representations of all the input images, we obtain a shared MR region representation to label all the input images. The fusion process is guided by these MR region representations. Experiment results using real data show that the proposed algorithm works well in multisensor image fusion.

A region-based image fusion algorithm using multiresolution segmentation

Zhenhua Li, / Zhongliang Jing, / Gang Liu, / Shaoyuan Sun, / Henry Leung,

This paper describes a region-based multiresolution (MR) image fusion algorithm. The MR segmentations of source images to be fused are obtained by fuzzy c-means clustering. From these MR region representations of all the input images, we obtain a shared MR region representation to label all the input images. The fusion process is guided by these MR region representations. Experiment results using real data show that the proposed algorithm works well in multisensor image fusion.

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Titel:

A region-based image fusion algorithm using multiresolution segmentation

Beteiligte:

Zhenhua Li, (Autor:in) / Zhongliang Jing, (Autor:in) / Gang Liu, (Autor:in) / Shaoyuan Sun, (Autor:in) / Henry Leung, (Autor:in)

Erschienen in:

Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems ; 1 ; 96-101 vol.1

Erscheinungsdatum:

01.01.2003

Format / Umfang:

456635 byte

ISBN:

DOI:

https://doi.org/10.1109/ITSC.2003.1251928

Medientyp:

Aufsatz (Konferenz)

Format:

Elektronische Ressource

Sprache:

Englisch

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