Title :
A Camera Calibration Method Based on Genetic Algorithm
Author :
Peng Liu;Jianwei Zhang;Konghui Guo
Author_Institution :
State Key Lab. of Automobile Simulation &
Abstract :
A camera calibration algorithm based on genetic algorithm is proposed. Build the camera imaging model, choose the calibration parameters in the camera model and choose them as the genes in genetic algorithm, set fitness function, probability of performing crossover and other parameters in the genetic algorithm and use genetic algorithm to solve the calibration parameters. The calibration results show that the proposed method has higher precision than Tsai´s calibration algorithm.
Keywords :
"Calibration","Cameras","Genetic algorithms","Optimization","Optical distortion","Distortion","Genetics"
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2015 7th International Conference on
Print_ISBN :
978-1-4799-8645-3
DOI :
10.1109/IHMSC.2015.246