Image Quilting纹理合成算法的实现与改进

作者：诸葛振荣,杨敏 日期：2010-03-26/span> 浏览：2802 查看PDF文档

Image Quilting纹理合成算法的实现与改进

诸葛振荣,杨敏
(浙江大学 电气工程学院，浙江 杭州 310027)

摘要：针对Image Quilting算法在合成结构性较强的纹理图片时产生局部纹理不连续的问题，提出了一种改进的方法。改进从以下两方面进行：通过图像变形增加样本图的采样空间以增大匹配的概率；改变匹配块的选择策略以提高合成质量。实验结果表明，改进后的算法有效地改善了纹理不连续现象，生成的纹理图像质量更高。
关键词：纹理合成；Image Quilting；图像变形；邻域匹配
中图分类号：TP391.41文献标识码：A文章编号：1001-4551(2010)02-0043-03

Realization and improvement of image quilting texture synthesis algorithm
ZHUGE Zhen-rong, YANG Min
(College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China)
Abstract: In order to solve the discontinuous problem when synthesizing structural texture pictures, an improved method of Image Quilting texture synthesis algorithm was presented.  The proposed algorithm was improved in the following two aspects: increasing the sample space of structural information by image morphing to increase the matching probabitity, changing the policy of area matching to improving synthesizing quality. Experimental results show that the proposed algorithm can improve discontinuous phenomenon and obtain a texture picture which has a better quality.
Key words: texture synthesis; Image Quilting; image morphine; neighborhood matching
参考文献(References):
［1］徐晓刚,鲍虎军,马利庄.基于相关性原理的多样图纹理合成方法［J］.自然科学进展,2002,12(6):665-668.
［2］EFROS A, LEUNG T K. Texture Synthesis by Non-parametric Sampling［C］// International Conference Computer Vision. Greece: ACM Press,1999:1033-1038.
［3］WEI Li-yi, LEVOY M. Fast Texture Synthesis using Tree-structured Vector Quantization［C］//Proceedings of SIGGRAPH,2000:479-488.
［4］徐晓刚,于金辉,马利庄.多种子快速纹理合成［J］.中国图像图形学报：A辑,2002,7(10):994-999.
［5］EFROS A A, FREEMAN W T. Image Quilting for Texture Synthesis and Transfer［C］// Proceedings of SIGGRAPH. Los Angeles:[s.n.],2001:341-347.
［6］KWATRA V, SCHOODL A, ESSA I, et al. Graph cut textures: image and video synthesis using graph cuts［J］. ACM Transactions on Graphics,2003,22(3)：277-286.
［7］COHEN M F, SHADE J, HILLER S, et al. Wang tiles for image and texture generation[J]. ACM Transactions on Graphics,2003,22(3):287-294.
［8］LIANG L, LIU C. Real-time Texture Synthesis by Patch-based Sampling［R］. Proceedings of SIGGRAPH,2001.
［9］SHEN Jian-bing, JIN Xiao-gang, MAO Xiao-yang, et al. Completion based texture design using deformation［J］. The Visual Computer，2006，22(9-11):936-945.