Image Zooming based on Cartoon and Texture Decomposition

摘要：

A new algorithm for image zooming based on cartoon and texture decomposition is presented in this paper. The basic idea is to first decompose the image into cartoon and texture, and then zoom each part separately with different image zooming algorithms. Finally, the zoomed images will be synthesized into one image. The zoomed parts of the image are found by minimizing the different variational functional in the wavelet domain which use the Besov norm to measure the regularity of the parts. Unlike the traditional image zooming by interpolation, the variation model and image cartoon-texture decomposition is incorporated in the zooming algorithm. Experimental results have verified the validity of the new algorithm.

关键词： Image zooming cartoon texture Image decomposition Variational function

作者: Donghuan Jiang Guangbao Xu

作者单位: College of Information and Science Engineering,Shandong University of Science and Technology, Qingda College of Information and Science Engineering, Shandong University of Science and Technology, Qingd

会议类型: 国际会议

会议名称: 2011 International Conference on Advanced Materials and Engineering Materials(2011先进材料与工程材料国际会议 ICAMEM 2011)

会议地点: 沈阳

会议语种:英文

页码: 1002-1007

在线出版日期: 2011-11-22（万方平台首次上网日期，不代表论文的发表时间）