Creative Transformations of Personal Photographs

ICMEW '12 Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops(2012)

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摘要
The popularity of mobile photography paves the way to create new ways of viewing, interacting and enabling a user's creative expression with personal media. In this paper, we describe an instantaneous and automatic method to localize the camera and enable segmentation of foreground objects such as people from an input image, assuming knowledge of the environment in which the image was taken. Camera localization is performed by comparing multiple views of the 3D environment against the uncalibrated input image. Following localization, selected views of the 3D environment are aligned, color-mapped and compared against the input image to segment the foreground content. We demonstrate results using our proposed system in two illustrative applications: a virtual game played between multiple users involving virtual projectiles and a group shot of multiple people who may not be available simultaneously at the same time or place created against a background of their choice.
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关键词
multiple view,multiple people,personal photographs,virtual game,multiple user,uncalibrated input image,input image,foreground content,virtual projectile,creative transformations,foreground object,camera localization,homography,segmentation,bismuth,visualization,photography,feature extraction,image segmentation,estimation
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