Abstract: Highlights•A novel transmittance estimation strategy combines the local and non-local prior is proposed.•Fuzzy C-means Clustering algorithm is employed to refine the atmospheric light estimation value.•Extensive experiments are conducted on both synthetic and real-world dataset and performed well.
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