articleIEEE Transactions on Image ProcessingOct 5, 2017GREEN OA

Color Balance and Fusion for Underwater Image Enhancement

Polytechnic University of Timişoara · UCLouvain · +1 more institution

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Abstract

We introduce an effective technique to enhance the images captured underwater and degraded due to the medium scattering and absorption. Our method is a single image approach that does not require specialized hardware or knowledge about the underwater conditions or scene structure. It builds on the blending of two images that are directly derived from a color-compensated and white-balanced version of the original degraded image. The two images to fusion, as well as their associated weight maps, are defined to promote the transfer of edges and color contrast to the output image. To avoid that the sharp weight map transitions create artifacts in the low frequency components of the reconstructed image, we also…

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1,268
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Authors

4

Topics & keywords

Keywords
  • Artificial intelligence
  • Computer vision
  • Computer science
  • Image fusion
  • Color balance
  • Contrast (vision)
  • Underwater
  • Fusion
UN Sustainable Development Goals
  • Life below water
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