Applied Sciences (Jul 2023)

An Image Denoising Method for a Visible Light Camera in a Complex Sky-Based Background

  • Zelong Ma,
  • Qinglei Zhao,
  • Xin Che,
  • Xinda Qi,
  • Wenxian Li,
  • Shuxin Wang

DOI
https://doi.org/10.3390/app13148484
Journal volume & issue
Vol. 13, no. 14
p. 8484

Abstract

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For space target images captured by a sky-based visible light camera, various conditions are influenced by the imaging system itself and the observation environment; these conditions include uneven image background intensity, complex noise, stray light composition, and diverse target forms. A mean wavelet transform algorithm is proposed. This algorithm initially performs mean filtering and wavelet transform filtering on the noise-containing space target images and then performs a wavelet inverse transform on the filtered results to generate the final image. The experimental results show that our algorithm has good denoising performance and can effectively maintain the image details.

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