Parallel cooperative segmentation method for multispectral images

Patrick J. Bonnin; Cyril Maurette; Brigitte Hoeltzener-Douarin; Edwige E. Pissaloux

doi:10.1117/12.211977

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16 June 1995 Parallel cooperative segmentation method for multispectral images

Patrick J. Bonnin; Cyril Maurette; Brigitte Hoeltzener-Douarin; Edwige E. Pissaloux

Author Affiliations +

Patrick J. Bonnin,¹ Cyril Maurette,² Brigitte Hoeltzener-Douarin,² Edwige E. Pissaloux³
¹Univ. Paris XIII and ETCA/CREA/SP (France)
²ETCA/CREA/SP (France)
³Univ. Paris XIII and Univ. Paris XI (France)

Proceedings Volume 2488, Visual Information Processing IV; (1995) https://doi.org/10.1117/12.211977
Event: SPIE's 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics, 1995, Orlando, FL, United States

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Abstract

The paper focuses on the problem of the mulitspectral image segmentation. A multispectral image is composed by several monospectral images (black and white for example), constituted by different wavelength bands. Consequently, the complementarity and/or redundancy of data, through data fusion, makes reliable and robust military or individual systems. The parallelism of the algorithm is inherent: different monospectral images may be sometimes processed in parallel without information exchanges or synchronization, or different monospectral images may be processed in parallel, but with explicit information exchanges and synchronization. This method is a new approach of image data fusion. It does not enter the taxinomy of image data fusion methods, because its level of fusion is between two classical levels. The image data fusion is performed while segmenting together the different images. The image data fusion is treated as an extension of segmentation methods. The classical or monospectral image features edges and regions that have been extended to the multispectral framework. Their attributes gather the information coming from all spectral images.

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Patrick J. Bonnin, Cyril Maurette, Brigitte Hoeltzener-Douarin, and Edwige E. Pissaloux "Parallel cooperative segmentation method for multispectral images", Proc. SPIE 2488, Visual Information Processing IV, (16 June 1995); https://doi.org/10.1117/12.211977

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KEYWORDS

Image fusion

Image segmentation

Data fusion

Image processing

Data modeling

Sensors

Image sensors

Parallel computing

Image processing algorithms and systems

3D image processing

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Patrick J. Bonnin, Cyril Maurette, Brigitte Hoeltzener-Douarin, Edwige E. Pissaloux, "Parallel cooperative segmentation method for multispectral images," Proc. SPIE 2488, Visual Information Processing IV, (16 June 1995);

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