论文标题

加权平均绝对误差的近端图

The Proximal Map of the Weighted Mean Absolute Error

论文作者

Baumgärtner, Lukas, Herzog, Roland, Schmidt, Stephan, Weiß, Manuel

论文摘要

我们研究了加权平均绝对误差函数的近端图。提出了一种用于其有效和矢量评估的算法。作为演示,将该算法作为棋盘算法的一部分应用,以解决总变量图像denoising(ROF)问题以及非平滑能量最小化问题。

We investigate the proximal map for the weighted mean absolute error function. An algorithm for its efficient and vectorized evaluation is presented. As a demonstration, this algorithm is applied as part of a checkerboard algorithm to solve a total-variation image denoising (ROF) problem as well as a non-smooth energy minimization problem.

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