The Quality of Disparity Maps

  Amit Patel,  M.B.Chaudhari

Disparity calculation based on stereo vision is an important issue in computer vision research as it has applications in several areas of image processing in general. In this dissertation, a stereo matching based on segmentation is presented. Quality of disparity map is an important and challenging problem in stereo matching. Hence, We proposed a disparity estimation method considering hybrid approach to generate improved disparity map, based on k-means and refine disparity map of image by SSD (sum of squared difference) cost function. Lastly, we applied quality measurement matrix RMSE (root mean square error) to measures the quality of disparity map.

Keywords- Stereo matching algorithm, Sum of squared difference, Disparity map, RMSE, k-means segmentation

Unique Identification Number - IJEDR1502174
Page Number(s) - 1013-1016
Pubished in - Volume 3 | Issue 2 | May 2015
DOI (Digital Object Identifier) -   
Publisher - IJEDR (ISSN - 2321-9939)

  Amit Patel,  M.B.Chaudhari,   "The Quality of Disparity Maps", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.3, Issue 2, pp.1013-1016, May 2015, Available at :http://www.ijedr.org/papers/IJEDR1502174.pdf