Title :
Dense object modeling for 3-D map building using segment-based surface interpolation
Author :
Tomono, Masahiro
Author_Institution :
PRESTO, Japan Sci. & Technol. Agency, Tsukuba
Abstract :
This paper presents a method of dense 3-D object modeling based on surface interpolation with line segments. The proposed method first reconstructs edges from an image sequence, and then creates line segments by connecting edge points to cover the object surface. False segments are eliminated using visibility constraints. The method can reconstruct dense models since line segments can be created with plenty of edge points. We conducted experiments with objects in indoor environments and confirmed the effectiveness of the method
Keywords :
control engineering computing; edge detection; image reconstruction; image sequences; interpolation; mobile robots; path planning; robot vision; 3D map building; dense object modeling; edge reconstruction; image sequence; line segments; mobile robotics; surface interpolation; Buildings; Cameras; Image reconstruction; Image segmentation; Image sequences; Interpolation; Robot vision systems; Shape; Surface reconstruction; Surface texture;
Conference_Titel :
Robotics and Automation, 2006. ICRA 2006. Proceedings 2006 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-9505-0
DOI :
10.1109/ROBOT.2006.1642095