An improved iterative back projection algorithm based on ringing artifacts suppression

作者：Yang Xin^*; Zhang Yan; Zhou Dake; Yang Ruigang

来源：Neurocomputing, 2015, 162: 171-179.

DOI：10.1016/j.neucom.2015.03.055

• Super resolution
• Iterative back projection (IBP)
• Ringing artifacts suppression

In order to suppress and reduce the ringing artifacts of the IBP super resolution algorithm, an improved iterative back projection (IBP) reconstruction algorithm is presented in this paper. Firstly, two novel concepts, variation and local variance variation based on an adaptive analysis are introduced. They are calculated based on the error projection matrix in the back projection process. Secondly, a restraint item is adopted to constrain the back projection matrix. Thirdly, a modified iterative scheme is used to reconstruct the high resolution image. The effectiveness of the proposed approach on ringing artifacts suppression is demonstrated by experiments. The results indicate that the proposed method can achieve satisfactory performance.

• 出版日期2015-8-25
• 单位南京航空航天大学