Removing foreground objects by using depth information from multi-view images

被引:2
作者
Lee, Jaeho [1 ]
Kim, Changick [1 ]
机构
[1] Informat & Commun Univ, Sch Engn, Taejon, South Korea
来源
APPLICATIONS OF DIGITAL IMAGE PROCESSING XXX, PTS 1 AND 2 | 2007年 / 6696卷
关键词
image segmentation; stereo matching; multi-view images; disparity/depth; inpainting;
D O I
10.1117/12.735824
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper, we present a novel method for removing foreground objects in multi-view images. Unlike the conventional methods, which locate the foreground objects interactive way, we intend to develop an automated system. The proposed algorithm consists of two modules: 1) object detection and removal, and 2) detected foreground filling stage. The depth information of multi-view images is a critical cue adopted in this algorithm. By multi-view images, it is not meant a multi-camera equipped system. We use only one digital camera and take photos by hand. Although it may cause bad matching result, it is sufficient to detect and remove the foreground object by using coarse depth information. The experimental results indicate that the proposed algorithm provides an effective tool, which can be used in applications for digital camera, photo-realistic scene generation, digital cinema and so on.
引用
收藏
页数:9
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