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underwater-img-enhancement

Underwater image enhancement on the EUVP dataset.

Methods: CLAHE, Simplest Color Balance, AMF, Screened Poisson equation. color correction, Modified FunieGAN
Metrics: PSNR, SSIM, UCIQE, UIQM

References

  1. M. J. Islam, Y. Xia, and J. Sattar, “Fast Underwater Image Enhancement for Improved Visual Perception,” IEEE Robotics and Automation Letters, vol. 5, pp. 3227–3234, Feb 2020.
  2. M. Yang and A. Sowmya, “An Underwater Color Image Quality Evaluation Metric,” IEEE Transactions on Image Processing, vol. 24, pp. 6062–6071, Oct 2015.
  3. K. Panetta, C. Gao, and S. Agaian, “Human-Visual-System-Inspired Underwater Image Quality Measures,” IEEE Journal of Oceanic En- gineering, vol. 41, pp. 541–551, Oct 2015.

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Underwater image enhancement on the EUVP dataset.

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