LCS Publication Details
Publication Title: De-Emphasis of Distracting Image Regions Using Texture Power Maps
Publication Author: Su, Sara L.
Additional Authors: Fredo Durand, Maneesh Agrawala
LCS Document Number: MIT-LCS-TR-987
Publication Date: 4-12-2005
LCS Group: Computer Graphics
Additional URL:
Abstract:
A major obstacle in photography is the presence of distracting elements that pull attention away from the main subject and clutter the composition. In this article, we present a new image-processing technique that reduces the salience of distracting regions. It is motivated by computational models of attention that predict that texture variation influences bottom-up attention mechanisms. Our method reduces the spatial variation of texture using power maps, high-order features describing local frequency content in an image. We show how modification of power maps results in powerful image de-emphasis. We validate our results using a user search experiment and eye tracking data.
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