Name
Abstract | ||
|---|---|---|
In the stereo matching process, a difficult task is to eliminate the false match caused by the repetitive patterns and smooth patterns. A new stereo matching technique that uses multiple image pairs in orthogonal-directions has been proposed. First, it computes the sum of squared-difference (SSD) values for each stereo pair in orthogonal-directions. Then it simply adds individual SSD to produce the sum of SSDs. The resulting function is called the OSSSD. We have proved that the OSSSD function possesses a unique and clear minimum at the true matching position, so it can easily remove the false match caused by both repetitive and smooth patterns. A number of experiments with synthetic and real image sequences are performed, and the results are presented to demonstrate the effectiveness of the technique. |
Year | DOI | Venue |
|---|---|---|
2000 | 10.1109/ICASSP.2000.859259 | Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference |
Keywords | Field | DocType |
image matching,image sequences,stereo image processing,OSSSD function,false match,multiple image pairs,orthogonal image pairs,real image sequences,repetitive patterns,smooth patterns,stereo matching technique,sum of squared-difference values,synthetic image sequences | Template matching,Stereo matching,Computer vision,Feature detection (computer vision),Pattern recognition,Computer science,Image texture,Image processing,Artificial intelligence,Real image,Fundamental matrix (computer vision),Computer stereo vision | Conference |
Volume | ISSN | ISBN |
6 | 1520-6149 | 0-7803-6293-4 |
Citations | PageRank | References |
0 | 0.34 | 1 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jia, B. | 1 | 0 | 0.34 |
| Yu Jin Zhang | 2 | 1272 | 93.14 |
| Lin, X.G. | 3 | 0 | 0.34 |