Total Variation Regularized Iterative Back-projection Method for Single Frame Image Super Resolution

摘要：

　　Iterative back-projection (IBP) technique is commonly used to minimize the super resolution (SR) reconstruction error and acquire a high spatial resolution image with appealing visual effect.However,the IBP based SR method suffers from the chessboard and ringing effect around edges.In this paper,we employ total variation (TV) as a part of penalty function to minimize the reconstruction error,which helps to avoid acrossedge smoothing and suppress the above-mentioned artifacts simultaneously.The experimental results validate that the proposed algorithm can promote the SR reconstruction precision considerably.

关键词： Image super resolution total variation iterative back-projection

作者: LAI Rui YANG Yin-tang ZHOU Hui-xin QIN Han-lin WANG Bing-jian

作者单位: Department of Microelectronics, Xidian University, Xian, China Department of Technical Physics, Xidian University, Xian, China

会议类型: 国际会议

会议名称: 2012 IEEE 11th International Conference on Signal Processing (第11届IEEE信号处理国际会议)

会议地点: 北京

会议语种:英文

页码: 931-934

在线出版日期: 2012-10-21（万方平台首次上网日期，不代表论文的发表时间）