Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In this work, a novel variable-p iteratively ighted algorithm is proposed for image reconstruction. The proposed algorithm introduced a dynamically adjusting strategy for the variable p in the nonconvex lp(0<p<1) norm optimization problem, which can be solved via an iteratively reighted algorithm. Thus, the image reconstruction procedure could start with the l1 norm problem which is easy to implement, and approach the original l0 norm problem during the iteration. Numerical experiments indicate that the proposed algorithm can reconstruct the images with fer measurements than existing fixed-p algorithms.
['Zhe Liu', 'Xiaoxian Zhen']
I am writing a research paper on a idea Variable-p iteratively weighted algorithm for image reconstruction
[{"from": "human", "value": "I am writing a research paper on a idea Variable-p iteratively weighted algorithm for image reconstruction"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In this work, a novel variable-p iteratively ighted algorithm is proposed for image reconstruction. The proposed algorithm introduced a dynamically adjusting strategy for the variable p in the nonconvex lp(0<p<1) norm optimization problem, which can be solved via an iteratively reighted algorithm. Thus, the image reconstruction procedure could start with the l1 norm problem which is easy to implement, and approach the original l0 norm problem during the iteration. Numerical experiments indicate that the proposed algorithm can reconstruct the images with fer measurements than existing fixed-p algorithms."}]