By introducing the monotone smooth logarithm and compounding it with the original cost function, we propose an improved nonnegativity and support constraints recursive inverse filtering algorithm ( NAS-RIF) for image restoration. 引入单调平滑的对数函数,对原代价函数取以e为底的对数进行复合,提出了一种改进的非负限定性支持域算法。