个人信息Personal Information
副教授
博士生导师
硕士生导师
性别:女
毕业院校:大连理工大学
学位:博士
所在单位:信息与通信工程学院
电子邮箱:linxbo@dlut.edu.cn
Effective Exemplar-based Image Inpainting Using Low-rank Matrix Completion
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论文类型:会议论文
发表时间:2015-09-22
收录刊物:EI、CPCI-S、Scopus
页面范围:37-42
关键字:image inpainting; patch priority; patch searching; low-rank theory; matrix completion
摘要:This paper proposes a novel image inpainting algorithm which adopts a new way of determining patch priorities and a new strategy to search the matching patches. More importantly, the proposed algorithm takes full advantage of the similar structure of the matching patches and introduces the low-rank matrix completion effectively to repair the damaged region. The experimental results show that the proposed algorithm can set reasonable patch priority, reduce the probability of mismatching, and maintain the completeness of structure. The repaired images have more natural appearance than the results of some other mainstream image inpainting approaches.