Title
Smooth surface reconstruction from image sequences
Abstract
This paper addresses the problem of 3D surface reconstruction using image sequences. It has been shown that shape recovery from three or more occluding contours of the surface is possible given a known camera motion. Recent algorithms allow the estimation of a 3D depth map of points on extremal contours. We present our approach which is based on local approximations up to order two of the surface. Such reconstruction must then be followed by a global surface description stage. This is done by constructing a triangulation of the reconstructed points and by performing a regularisation step in order to correct perturbations which affect the reconstruction. Experiments on real data were conducted which have proved the reliability of the method.
Year
DOI
Venue
1995
10.1109/ICIP.1995.529730
ICIP
Keywords
Field
DocType
global surface description stage,smooth surface reconstruction,image sequence,local approximation,surface reconstruction,depth map,known camera motion,occluding contour,recent algorithm,extremal contour,motion estimation,algorithms,approximation theory,robustness,image reconstruction,geometrical optics,optical imaging,reliability,triangulation,shape
Iterative reconstruction,Surface reconstruction,Computer vision,Computer science,Approximation theory,Robustness (computer science),Triangulation (social science),Geometrical optics,Artificial intelligence,Depth map,Motion estimation
Conference
ISBN
Citations 
PageRank 
0-8186-7310-9
0
0.34
References 
Authors
6
2
Name
Order
Citations
PageRank
E. Boyer100.34
M. O. Berger2638.51