Interactive digital photomontage
Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Drucker, Alex Colburn, Brian Curless, David Salesin, Michael Cohen
In ACM Transactions on Graphics, 23(3), August 2004.
Abstract: 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.
Keyword(s): Interactive image editing, image compositing, user-guided optimization
@article{Agarwala:2004:IDP,
author = {Aseem Agarwala and Mira Dontcheva and Maneesh Agrawala and Steven Drucker and Alex Colburn and Brian Curless and David Salesin and Michael Cohen},
title = {Interactive digital photomontage},
journal = {ACM Transactions on Graphics},
volume = {23},
number = {3},
pages = {294--302},
month = aug,
year = {2004},
}
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