A primal-dual gradient method for image decomposition based on (BV, H (-1))

作者：Yin, Haiqing^*; Liu, Hongwei

来源：Multidimensional Systems and Signal Processing, 2011, 22(4): 335-348.

DOI：10.1007/s11045-011-0146-3

• Image decomposition
• Primal-dual algorithm
• Structure
• Texture

The main aim of this paper is to accelerate the image decomposition model based on (BV, H (-1)). It is solved with a particularly effective primal-dual gradient descent algorithm. The algorithm works on the primal-dual formulation and exploits the information of the primal and dual variables simultaneously. It converges significantly faster than some popular existing methods in numerical experiments. This approach is to some extent related to projection type methods for solving variational inequalities.

• 出版日期2011-12
• 单位中国石油大学（北京）; 西安电子科技大学