tim-hoffmann / haze_removal

single-image haze removal prototype

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haze_removal

This is a prototype implementation of automatic single-image haze removal as described by K. He et al. in

  • Kaiming He, Jian Sun, and Xiaoou Tang, “Single Image Haze Removal Using Dark Channel Prior,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 12, pp. 2341–2353, Dec. 2011. DOI: 10.1109/TPAMI.2010.168
  • K. He, J. Sun, and X. Tang, “Guided Image Filtering,” Lecture Notes in Computer Science, pp. 1–14, 2010. DOI: 10.1007/978-3-642-15549-9_1

See also comments in dehaze.py and articles on Single Image Haze Removal and Guided Image Filtering.

Examples

Original image

original image

Image after haze removal

image after haze removal

Original image

original image

Image after haze removal

image after haze removal

Original image

original image

Image after haze removal

image after haze removal

About

single-image haze removal prototype

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Language:Python 100.0%