Image stitching with dynamic elements

被引:77
作者
Mills, Alec [1 ]
Dudek, Gregory [1 ]
机构
[1] McGill Univ, Ctr Intelligent Machines, Montreal, PQ H3A 2A7, Canada
关键词
Image stitching; Mosaic; Blending; Computer vision; SIFT; Optimal seam selection; Panorama; Parallax;
D O I
10.1016/j.imavis.2009.03.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new combination of techniques to create pleasing and physically consistent image mosaics despite the presence of moving objects in the scene. The technique uses heuristic seam selection in the intensity and gradient-domains to choose which pixels to use from each image and then blends them smoothly to create the final mosaic. We demonstrate illustrative results obtained by comparing and contrasting our output with that obtained from four representative existing image mosaic systems. One of these is documented in the academic research literature and three are commercially available products. The present algorithm gives comparable or superior results in all examples. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:1593 / 1602
页数:10
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