DocumentCode
2332876
Title
3D Reconstruction from multiple views using Particle Swarm Optimization
Author
Wong, Ya-Ping ; Ng, Boon-Yian
Author_Institution
Multimedia Univ., Cyberjaya, Malaysia
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
8
Abstract
Given a set of images of a set of 3D points, with known correspondence among them, we would like to reconstruct the coordinates of the 3D points and discover the projection matrices associated with the cameras used to capture these images. Once this information is obtained, we would be able to compute any novel view of these 3D points from a virtual camera placed at any position and orientation. We solve this problem as an optimization problem using the Particle Swarm Optimization (PSO) algorithm.
Keywords
cameras; image reconstruction; particle swarm optimisation; 3D reconstruction; image capture; multiple views; particle swarm optimization; projection matrices; virtual camera; Cameras; Heuristic algorithms; Particle swarm optimization; Stereo vision; Three dimensional displays; USA Councils; 3D Reconstruction; Particle Swarm Optimization (PSO);
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2010 IEEE Congress on
Conference_Location
Barcelona
Print_ISBN
978-1-4244-6909-3
Type
conf
DOI
10.1109/CEC.2010.5586426
Filename
5586426
Link To Document