A Fast Filling Algorithm for Image Restoration Based on Contour Parity

被引:5
作者
Liu, Yan [1 ]
Hu, Wenxin [1 ]
Han, Longzhe [2 ]
Taras, Maksymyuk [3 ]
Chen, Zhiyun [1 ]
机构
[1] East China Normal Univ, Sch Data Sci & Engn, Shanghai 200062, Peoples R China
[2] Nanchang Inst Technol, JiangXi Prov Key Lab Water Informat Cooperat Sens, Nanchang 330099, Jiangxi, Peoples R China
[3] Lviv Polytech Natl Univ, Inst Telecommun Radio Elect & Elect Engn, Dept Telecommun, UA-79013 Lvov, Ukraine
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2020年 / 63卷 / 01期
基金
中国国家自然科学基金;
关键词
Region filling; image restoration; parity check; region growing;
D O I
10.32604/cmc.2020.07519
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Filling techniques are often used in the restoration of images. Yet the existing filling technique approaches either have high computational costs or present problems such as filling holes redundantly. This paper proposes a novel algorithm for filling holes and regions of the images. The proposed algorithm combines the advantages of both the parity-check filling approach and the region-growing inpainting technique. Pairing points of the region's boundary are used to search and to fill the region. The scanning range of the filling method is within the target regions. The proposed method does not require additional working memory or assistant colors, and it can correctly fill any complex contours. Experimental results show that, compared to other approaches, the proposed algorithm fills regions faster and with lower computational cost.
引用
收藏
页码:509 / 519
页数:11
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