Cross Depth Image Filter-based Natural Image Matting

被引:2
|
作者
Li, Yujie [1 ]
Lu, Huimin [1 ]
Zhang, Lifeng [1 ]
Serikawa, Seiichi [1 ]
机构
[1] Kyushu Inst Technol, Dept Elect Engn & Elect, Kitakyushu, Fukuoka 804, Japan
关键词
image matting; bilateral filter; guided image filter;
D O I
10.1109/SNPD.2013.42
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we propose a novel explicit image filter called guided depth image filter for natural image matting. Different from the traditional matting model, the guided image filter computes the filtering output by considering the content of a depth image. The guided depth image filter can be used as an edge-preserving smoothing operator like bilateral filter, but has better behaviors near edges. The proposed filter by using nonlocal neighborhoods, and contribute a simple and fast algorithm giving competitive results. Experimental results indicate that our matting results are comparable to the state of the art methods.
引用
收藏
页码:601 / 604
页数:4
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