Shadow optimization from structured deep edge detection

@article{Shen2015ShadowOF,
  title={Shadow optimization from structured deep edge detection},
  author={Li Shen and Teck Wee Chua and Karianto Leman},
  journal={2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2015},
  pages={2067-2074}
}
Local structures of shadow boundaries as well as complex interactions of image regions remain largely unexploited by previous shadow detection approaches. In this paper, we present a novel learning-based framework for shadow region recovery from a single image. We exploit local structures of shadow edges by using a structured CNN learning framework. We show that using structured label information in classification can improve local consistency over pixel labels and avoid spurious labelling. We… CONTINUE READING
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