Title :
Time varying surface reconstruction from multiview video
Author :
Bilir, S. Cihan ; Yemez, Yucel
Author_Institution :
Multimedia, Vision & Graphics Lab., Koc Univ., Istanbul
Abstract :
We present a fast deformation-based method for building time-varying surface models of dynamic objects from multiview video streams. Starting from an initial mesh representation, the surface of a dynamic object is tracked over time, both in geometry and connectivity, based on multiview silhouette information via a mesh-based deformation technique. The resulting smooth time-varying surface is then represented as a mesh sequence that can efficiently be encoded in terms of mesh restructuring operations and small-scale vertex displacements along with the initial model. Another advantage of the proposed method is the ability to deal with dynamic objects that may undergo a nonrigid transformation. We demonstrate the performance of the presented method on a synthetic human body model sequence.
Keywords :
image reconstruction; mesh generation; video streaming; mesh representation; mesh-based deformation technique; multiview silhouette information; multiview video streams; time varying surface reconstruction; Biological system modeling; Computer graphics; Deformable models; Humans; Image reconstruction; Layout; Reconstruction algorithms; Solid modeling; Streaming media; Surface reconstruction; I.3.5 [Computer Graphics]: Computational Geometry and Object Modeling—Boundary representations; I.4.8 [Image Processing and Computer Vision]: Scene Analysis—Tracking; Time-varying surface reconstruction; surface deformation; surface tracking;
Conference_Titel :
Shape Modeling and Applications, 2008. SMI 2008. IEEE International Conference on
Conference_Location :
Stony Brook, NY
Print_ISBN :
978-1-4244-2260-9
Electronic_ISBN :
978-1-4244-2261-6
DOI :
10.1109/SMI.2008.4547947