Title :
A stereo pairs disparity matching algorithm by mean-shift segmentation
Author :
Yin, Yean ; Jin, Miao ; Xie, Shun Yi
Author_Institution :
Coll. of Comput. Sci. & Technol., Wuhan Textile Univ., Wuhan, China
Abstract :
A stereo pair reconstruction algorithm is proposed which utilizes color mean-shift segmentation on the reference image and local matching based on windows is employed. The scene structure is modeled by a set of planar surface patches, which are needed to be stored for each segment rather than each pixel. Instead of assigning a disparity value to each pixel, a disparity plane is assigned to each segment by which it can be reduce complexity of computing. Test results show that the presented algorithm can reconstruct the scene depths efficiently.
Keywords :
image colour analysis; image matching; image reconstruction; image segmentation; stereo image processing; color mean shift segmentation; stereo pair reconstruction algorithm; stereo pairs disparity matching algorithm; Image edge detection; Image segmentation; Pixel; Probabilistic logic; Three dimensional displays;
Conference_Titel :
Advanced Computational Intelligence (IWACI), 2010 Third International Workshop on
Conference_Location :
Suzhou, Jiangsu
Print_ISBN :
978-1-4244-6334-3
DOI :
10.1109/IWACI.2010.5585232