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.
|Number of pages||9|
|State||Published - Aug 25 2015|
Bibliographical noteFunding Information:
This research was supported by the National Natural Science Foundation of China ( 61172135 ), and by the Fundamental Research Funds for the Central Universities ( NS2014035 ).
© 2015 Elsevier B.V..
- Iterative back projection (IBP)
- Ringing artifacts suppression
- Super resolution
ASJC Scopus subject areas
- Computer Science Applications
- Cognitive Neuroscience
- Artificial Intelligence