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作者:

Yu, Jing (Yu, Jing.) | Li, Da-Peng (Li, Da-Peng.) | Liao, Qing-Min (Liao, Qing-Min.)

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摘要:

Imaging in the atmosphere is often degraded by scattering due to atmospheric particles such as haze, fog, and mist. In this paper, we propose a novel fast defogging method based on the atmospheric scattering model. The white balance is performed and the atmospheric scattering model is simplified prior to visibility restoration. In the inference process of the atmospheric veil, the coarser estimate is refined using a fast bilateral filtering approach that preserves edges. Finally, the scene albedo is recovered by inverting this simplified model. The complexity of the proposed method is only a linear function of the number of input image pixels and this allows a very fast implementation. Results on a variety of outdoor foggy images demonstrate that the proposed method achieves good restoration for contrast and color fidelity, resulting in a great improvement in image visibility. Copyright © 2011 Acta Automatica Sinica.

关键词:

Nonlinear filtering Image enhancement Restoration Visibility

作者机构:

  • [ 1 ] [Yu, Jing]Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
  • [ 2 ] [Li, Da-Peng]College of Computer Science and Technology, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Liao, Qing-Min]Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
  • [ 4 ] [Liao, Qing-Min]Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China

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来源 :

Acta Automatica Sinica

ISSN: 0254-4156

年份: 2011

期: 2

卷: 37

页码: 143-149

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WoS核心集被引频次: 0

SCOPUS被引频次: 67

ESI高被引论文在榜: 0 展开所有

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