Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital images
Schoening T, Steinbrink B, Brün D, Kuhn T, Nattkemper TW (In Press)
In: Proceedings of the UMI 2013.
Konferenzbeitrag
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Autor*in
Einrichtung
Abstract / Bemerkung
The exploration of the seafloor regarding the abundances of poly-metallic nodules has received growing attention recently. Image-based exploration using camera-equipped deep-sea observation systems has been introduced successfully to increase spatial resolution in the exploration process but the evaluation and interpretation of the huge amount of image data creates a serious bottleneck. In this paper we present a new software solution to the problem of automatic detection and segmentation of poly-metallic nodules in underwater images, which is not only accurate but so fast that real time image analysis is definitely in reach. Thus, an application on an AUV (Autonomous Underwater Vehicle) seems possible in the near future.
Stichworte
poly-metallic nodules;
underwater image analysis;
real time image processing;
pattern recognition
Erscheinungsjahr
2013
Titel des Konferenzbandes
Proceedings of the UMI 2013
Konferenz
Underwater Mining Institute
Konferenzort
Rio de Janeiro
Page URI
https://pub.uni-bielefeld.de/record/2610134
Zitieren
Schoening T, Steinbrink B, Brün D, Kuhn T, Nattkemper TW. Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital images. In: Proceedings of the UMI 2013. In Press.
Schoening, T., Steinbrink, B., Brün, D., Kuhn, T., & Nattkemper, T. W. (In Press). Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital images. Proceedings of the UMI 2013
Schoening, Timm, Steinbrink, Björn, Brün, Daniel, Kuhn, Thomas, and Nattkemper, Tim Wilhelm. In Press. “Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital images”. In Proceedings of the UMI 2013.
Schoening, T., Steinbrink, B., Brün, D., Kuhn, T., and Nattkemper, T. W. (In Press). “Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital images” in Proceedings of the UMI 2013.
Schoening, T., et al., In Press. Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital images. In Proceedings of the UMI 2013.
T. Schoening, et al., “Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital images”, Proceedings of the UMI 2013, In Press.
Schoening, T., Steinbrink, B., Brün, D., Kuhn, T., Nattkemper, T.W.: Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital images. Proceedings of the UMI 2013. (In Press).
Schoening, Timm, Steinbrink, Björn, Brün, Daniel, Kuhn, Thomas, and Nattkemper, Tim Wilhelm. “Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital images”. Proceedings of the UMI 2013. In Press.
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