Title :
Creative Transformations of Personal Photographs
Author :
Wu, Yi ; Seshadrinathan, Kalpana ; Sun, Wei ; El Choubassi, Maha ; Ratcliff, Joshua ; Kozintsev, Igor
Author_Institution :
Intel Corp., Santa Clara, CA, USA
Abstract :
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.
Keywords :
cameras; computer games; image colour analysis; image segmentation; photography; automatic method; camera localization; color-mapped 3D environment; creative transformations; foreground objects segmentation; mobile photography; personal media; personal photographs; uncalibrated input image; user creative expression; virtual game; virtual projectiles; Bismuth; Cameras; Estimation; Feature extraction; Image color analysis; Image segmentation; Visualization; alignment; camera pose; color mapping; homography; segmentation;
Conference_Titel :
Multimedia and Expo Workshops (ICMEW), 2012 IEEE International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-2027-6
DOI :
10.1109/ICMEW.2012.87