Particle swarm optimisation algorithm for non-linear camera calibration. (1st January 2012)

• Record Type: Journal Article
• Authors: Zhang, Jian-de; Lu, Jin-gui; Li, Hong-liang; Xie, Min
• Is Part Of: International journal of innovative computing and applications. Volume 4:Number 2(2012)
• Page Start: 92
• Page End: 99
• Publication Date: 2012-01-01
• Subjects: particle swarm optimisation algorithm -- PSO -- non-linear camera calibration -- optimisation of camera calibration; Evolutionary computation -- Periodicals; Neural networks (Computer science) -- Periodicals; Genetic programming (Computer science) -- Periodicals; Biologically-inspired computing -- Periodicals; Swarm intelligence -- Periodicals; Quantum computers -- Periodicals; 006.3
• Languages: English
• ISSNs: 1751-648X

Abstract

Particle swarm optimisation algorithm (PSO) is applied to solve the difficult optimisation problem of camera calibration in this paper. The model of camera calibration is discussed. An accumulation factor related to the iteration number of PSO is given for the optimisation problem of camera calibration, and the computer implementation procedure is discussed for the application of particle swarm optimisation algorithm in optimisation problem of camera calibration in this paper. Numerical experiments have been performed to evaluate the efficiency of PSO for optimisation problem of camera calibration.