Title | ||
---|---|---|
Fuzzy Sets Based Improvement of a Stereo Matching Algorithm with Balanced Correlation Window and Occlusion Detection |
Abstract | ||
---|---|---|
This paper presents an ameliorated version of the
Zitnick and Kanade stereo algorithm. The novelties in our
algorithm are the use of a balanced correlation window, the
use of a new factor in the calculation of initial matching
values which expresses the possibility of matching between
two pixels and a new iterative function for the refinement of
the initial matching values. Experimental results are
evaluated on synthetic and real images and a comparison of
our results to those of many state-of-the-art methods, using
the ground truth data supplied by the University of Tsukuba,
is presented. |
Year | Venue | Keywords |
---|---|---|
2010 | IPCV | ground truth,fuzzy set |
Field | DocType | Citations |
Stereo matching,Computer vision,Occlusion detection,Pattern recognition,Algorithm,Fuzzy set,Ground truth,Correlation,Artificial intelligence,Pixel,Real image,Mathematics | Conference | 1 |
PageRank | References | Authors |
0.35 | 15 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Moncef Tagina | 1 | 60 | 16.33 |
Haythem Ghazouani | 2 | 4 | 3.46 |
Rene Zapata | 3 | 58 | 5.58 |