期刊名称：International Journal of Computer Trends and Technology
电子版ISSN：2231-2803
出版年度：2013
卷号：4
期号：5-5
出版社：Seventh Sense Research Group
摘要：There is a new exemplarbased framework proposed that treats the image completion and texture synthesis in a unique manner. That interactive image completion method has been suggested based on Belief Propagation (BP) approach. Blocked area or in other words, the area with loss of information in the target image is completed with BP combined with texture synthesis in an interactive way. The target image is decomposed by BP into levels of Intrinsic Mode Functions (IMF) images, while the user is allowed to indicate the structural image edge to recover in the unknown image regions. For each level of IMF image, first the target image patches along with the userspecified curves in the unknown region are completed. Then the remaining target image patches are prioritized to complete according to the image gradient feature. The target image patches are completed based on the combination frequency feature values from BP and the texture synthesis. Finally, the levels of completed IMF images are compounded into the result image. Experiments prove that the proposed algorithm is not only able to recover the damaged structural and texture information of large scale, but also completely blocked image structures.
