标题:Second order total generalized variation for image zooming
作者:Wu, Yu-Lian ;Feng, Xiang-Chu ;Jiang, Dong-Huan
作者机构:[Wu, Yu-Lian ;Feng, Xiang-Chu ] School of Science, Xidian University, Xi'an 710071, China;[Jiang, Dong-Huan ] College of Information Science and Engin 更多
通讯作者:Feng, XC
来源:Guangzi Xuebao/Acta Photonica Sinica
出版年:2013
卷:42
期:6
页码:732-736
DOI:10.3788/gzxb20134206.0732
摘要:To obtain higher resolution images, a new model for image zooming based on total generalized variation is proposed. Original low-resolution image is regarded as sub-space projection of zoomed image to its own space, and the final zoomed image is obtained by application of second order total generalized variation regularization. By analyzing the properties of the new model, an efficient primal-dual algorithm is introduced. Experimental results suggest that the proposed algorithm can remove block effect and keep more details, so the high quality image is reconstructed; the model is better than the total variation mode and the wavelet model in terms of both peak signal to noise ratio and root mean square error.
收录类别:EI
资源类型:期刊论文
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