Shadow Removal via Shadow Image Decomposition

We propose a novel deep learning method for shadow removal. Inspired by physical models of shadow formation, we use a linear illumination transformation to model the shadow effects in the image that allows the shadow image to be expressed as a combination of the shadow-free image, the shadow parameters, and a matte layer... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Shadow Removal Adjusted ISTD SP+M-Net Aug. ISTD RMSE 7.4 # 1

Methods used in the Paper