HazeRD: An outdoor scene dataset and benchmark for single image dehazing

No abstract is available for this paper.

• Publication year

  2017

• Venue

  International Conference on Information Photonics

• Publication date

  2017-09-01

• Fields of study

  Computer Science, Environmental Science

• Identifiers
  DOI 10.1109/ICIP.2017.8296874
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2016influential reference
• Single Image Dehazing via Multi-scale Convolutional Neural Networks

  2016influential reference
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  2016influential reference
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  2005influential reference
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  2004cited by this paper
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  2004cited by this paper

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