An improved Hibbard interpolation algorithm based on edge judgement

被引:0
|
作者
Xu, Tianzhuo [1 ]
Yu, Minghao [2 ]
机构
[1] Lanzhou Univ, Sch Informat Sci & Engn, Lanzhou 730107, Gansu, Peoples R China
[2] Jilin Univ, Sch Software Engn, Zhuhai Coll, Nanning 530000, Guangxi, Peoples R China
关键词
image; interpolation algorithms; judgement;
D O I
10.1117/12.2626457
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Traditional digital cameras use a Bayer array and image interpolation approach to restore a full-colour image. But there is only one-color sampling on each pixel, and the restoration of other colours on each pixel needs to be achieved through the CFA interpolation algorithms. Most algorithms have some distortions, including Zipper Effect, moire, false color, etc. For solving the problems, we proposed a novel algorithm for color image interpolation. This algorithm is based on the Hibbard algorithm and is leveraged for edge judgement. Furthermore, the algorithm involves two successive steps. The first step is to determine the direction of the edge by judging the difference in each direction. In contrast, the second step uses subsequent processing methods to improve the recovery effect of pictures. Experimental results show that compared with the Hibbard algorithm, the algorithm we proposed in this paper performs better under multiple indicators on image processing tasks.
引用
收藏
页数:8
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