Phase regularisation for single image super-resolution reconstruction

被引:0
|
作者
Cheng, G. [1 ]
Huang, J. [1 ]
Liu, Z. [1 ]
Cheng, L. [2 ]
机构
[1] Natl Univ Def Technol, Key Lab C4 ISR, Coll Informat Syst & Management, Changsha 410073, Hunan, Peoples R China
[2] Natl Univ Def Technol, Coll Sci, Changsha 410073, Hunan, Peoples R China
关键词
Image analysis - Optical resolving power - Repair - Wavelet transforms;
D O I
10.1049/el.2010.0325
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A novel single image super-resolution reconstruction algorithm is proposed. Based on the geometrical model on the phases of complex wavelet coefficients of the image, a new image prior model leads to a powerful regularisation strategy for image super-resolution reconstruction, which is applicable to general image structures. Experimental results show that the method is effective at preserving the visual detailed information.
引用
收藏
页码:1000 / U64
页数:2
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