Poisson matting

被引:453
作者
Sun, J [1 ]
Jia, J
Tang, CK
Shum, HY
机构
[1] Microsoft Res Asia, Beijing, Peoples R China
[2] Hong Kong Univ Sci & Technol, Hong Kong, Hong Kong, Peoples R China
来源
ACM TRANSACTIONS ON GRAPHICS | 2004年 / 23卷 / 03期
关键词
matting; alpha channel; image compositing; Poisson equation;
D O I
10.1145/1015706.1015721
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this paper, we formulate the problem of natural image matting as one of solving Poisson equations with the matte gradient field. Our approach, which we call Poisson matting, has the following advantages. First, the matte is directly reconstructed from a continuous matte gradient field by solving Poisson equations using boundary information from a user-supplied trimap. Second, by interactively manipulating the matte gradient field using a number of filtering tools, the user can further improve Poisson matting results locally until he or she is satisfied. The modified local result is seamlessly integrated into the final result. Experiments on many complex natural images demonstrate that Poisson matting can generate good matting results that are not possible using existing matting techniques.
引用
收藏
页码:315 / 321
页数:7
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