Title :
Stereo matching using adaptive genetic algorithm
Author :
Dai, Chunni ; Wu, Xiang ; Liu, Jingao
Author_Institution :
Sch. of Inf. Sci. & Technol., East China Normal Univ., Shanghai
Abstract :
Stereo correspondence is the central problem of stereovision. In this paper a new stereo matching scheme using adaptive genetic algorithm is proposed to implement disparity maps to realize depth reconstruction of 3D information. Adaptive crossover and mutation mechanism are employed in this technique. Simulation results show that the performance of the proposed algorithm is better than those get by a fixed-size window.
Keywords :
genetic algorithms; image matching; image reconstruction; stereo image processing; 3D information reconstruction; adaptive crossover mechanism; adaptive genetic algorithm; adaptive mutation mechanism; disparity maps; stereo correspondence; stereo matching scheme; stereovision; Computer vision; Feature extraction; Genetic algorithms; Genetic mutations; Image reconstruction; Information science; Layout; Optimization methods; Pixel; Stereo image processing;
Conference_Titel :
Audio, Language and Image Processing, 2008. ICALIP 2008. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1723-0
Electronic_ISBN :
978-1-4244-1724-7
DOI :
10.1109/ICALIP.2008.4590006
