Interactive digital photomontage

被引:580
|
作者
Agarwala, A [1 ]
Dontcheva, M
Agrawala, M
Drucker, S
Colburn, A
Curless, B
Salesin, D
Cohen, M
机构
[1] Univ Washington, Seattle, WA 98195 USA
[2] Microsoft Corp, Res, Redmond, WA 98052 USA
来源
ACM TRANSACTIONS ON GRAPHICS | 2004年 / 23卷 / 03期
关键词
interactive image editing; image compositing; user-guided optimization;
D O I
10.1145/1015706.1015718
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We describe an interactive, computer-assisted framework for combining parts of a set of photographs into a single composite picture, a process we call "digital photomontage." Our framework makes use of two techniques primarily: graph-cut optimization, to choose good seams within the constituent images so that they can be combined as seamlessly as possible; and gradient-domain fusion, a process based on Poisson equations, to further reduce any remaining visible artifacts in the composite. Also central to the framework is a suite of interactive tools that allow the user to specify a variety of high-level image objectives, either globally across the image, or locally through a painting-style interface. Image objectives are applied independently at each pixel location and generally involve a function of the pixel values (such as "maximum contrast") drawn from that same location in the set of source images. Typically, a user applies a series of image objectives iteratively in order to create a finished composite. The power of this framework lies in its generality; we show how it can be used for a wide variety of applications, including "selective composites" (for instance, group photos in which everyone looks their best), relighting, extended depth of field, panoramic stitching, clean-plate production, stroboscopic visualization of movement, and time-lapse mosaics.
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页码:294 / 302
页数:9
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