From visual query to visual portrayal

Conference item

In this paper we show how online images can be automatically exploited for scene visualization and reconstruction starting from a mere visual query provided by the user. A visual query is used to retrieve images of a landmark place using a visual search engine. These images are used to reconstruct robust 3–D features and camera poses in projective space. Novel views are then rendered corresponding to a virtual camera flying smoothly through the projective space by triangulation of the projected points in the output view. We introduce a method to fuse the rendered novel views from all input images at each virtual view point by computing their intrinsic image and illuminations. This approach allows us to remove the occlusions and maintain consistent and controlled illumination throughout the rendered sequence. We demonstrate the performance of our prototype system on two landmark structures.

Authors: Shahrokni, A; Mei, C; Torr, P; Reid, I

• Publication status: Published
• Peer review status: Peer reviewed
• Publisher: British Machine Vision Association
• Host title: Proceedings of the British Machine Vision Conference 2008
• Pages: 117.1-117.10
• Publication date: 2008-01-01
• Event title: 20th British Machine Vision Conference (BMVC 2008)
• Event location: Leeds, UK
• Event start date: 2008-09-01
• Event end date: 2008-09-08
• ISBN: 1901725367
• Language: English