Ranking Color Correction Algorithms using Cluster Indices

Osterloff J, Schoening T, Bergmann M, Durden JM, Ruhl HA, Nattkemper TW (2014)
Presented at the ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Stockhom.

Conference Paper | Published | English

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Abstract
In the field of underwater imaging it is often necessary to pre-process images to homogenize image quality across a whole image transect and to compensate variations in imaging conditions. A variety of pre-processing methods have been developed in the recent years to overcome different problems occurring in underwater imaging, hence performing different on different image sets. Protocols for an objective comparison and scoring of those methods are needed. Here we show how to use cluster indices to rank the different methods regarding their performances on different image sets. Our results show different ranking for four pre-processing methods for two chosen sets of benthic images from the deep seafloor.
Publishing Year
Conference
ICPR Workshop on Computer Vision for Analysis of Underwater Imagery
Location
Stockhom
Conference Date
2014-08-24 – 2014-08-24
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Osterloff J, Schoening T, Bergmann M, Durden JM, Ruhl HA, Nattkemper TW. Ranking Color Correction Algorithms using Cluster Indices. Presented at the ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Stockhom.
Osterloff, J., Schoening, T., Bergmann, M., Durden, J. M., Ruhl, H. A., & Nattkemper, T. W. (2014). Ranking Color Correction Algorithms using Cluster Indices. Presented at the ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Stockhom.
Osterloff, J., Schoening, T., Bergmann, M., Durden, J. M., Ruhl, H. A., and Nattkemper, T. W. (2014).“Ranking Color Correction Algorithms using Cluster Indices”. Presented at the ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Stockhom.
Osterloff, J., et al., 2014. Ranking Color Correction Algorithms using Cluster Indices. Presented at the ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Stockhom.
J. Osterloff, et al., “Ranking Color Correction Algorithms using Cluster Indices”, Presented at the ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Stockhom, 2014.
Osterloff, J., Schoening, T., Bergmann, M., Durden, J.M., Ruhl, H.A., Nattkemper, T.W.: Ranking Color Correction Algorithms using Cluster Indices. Presented at the ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Stockhom (2014).
Osterloff, Jonas, Schoening, Timm, Bergmann, Melanie, Durden, Jennifer M., Ruhl, Henry A., and Nattkemper, Tim Wilhelm. “Ranking Color Correction Algorithms using Cluster Indices”. Presented at the ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Stockhom, 2014.
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