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- W2477797429 abstract "Weighted median filtering is a fundamental operator in a great variety of image processing and computer graphics applications. This paper presents a novel real-time weighted median filter which smoothes out high-frequency details while preserving major edges. We define a new 4D bilateral grid by incorporating the 3D bilateral grid with an additional range dimension. The edge-aware weights and the weighted median values are computed in the 4D space. The proposed algorithm is highly parallel, enabling real-time GPU-based edge-aware implementation. Experimental results show that our algorithm can be run efficiently in real-time on modern GPUs. Applications including JPEG artifact removal and image stylization are demonstrated to verify the feasibility of the proposed weighted median filtering algorithm." @default.
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- W2477797429 date "2016-01-01" @default.
- W2477797429 modified "2023-09-27" @default.
- W2477797429 title "Real-Time Weighted Median Filtering with the Edge-Aware 4D Bilateral Grid" @default.
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- W2477797429 doi "https://doi.org/10.1007/978-3-319-40259-8_11" @default.
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