Abstract
An optical flow determination algorithm is proposed, developed and tested in the article. The algorithm is aimed at improving the accuracy of displacement determination at the scene element boundaries (objects). The results show that the application of the proposed algorithm is rather promising for stereo vision applications. Variations in calculating parameters have allowed determining their rational values and reducing the average absolute error of the end point displacement determination (AEE). The peculiarity of the proposed algorithm is performing calculations within the local regions, which makes it possible to carry out such calculations simultaneously (to attract parallel calculations).
| Original language | English |
|---|---|
| Title of host publication | Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016: Proceedings of the International Conference on Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016 |
| Subtitle of host publication | Proceedings of the International Conference on Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016 |
| Publisher | American Institute of Physics Inc. |
| Volume | 1783 |
| ISBN (Electronic) | 9780735414457 |
| DOIs | |
| Publication status | Published - 10 Nov 2016 |
| Event | International Conference on Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016 - Tomsk, Russian Federation Duration: 19 Sep 2016 → 23 Sep 2016 |
Conference
| Conference | International Conference on Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016 |
|---|---|
| Country | Russian Federation |
| City | Tomsk |
| Period | 19.9.16 → 23.9.16 |
ASJC Scopus subject areas
- Physics and Astronomy(all)
Cite this
Complex algorithm of optical flow determination by weighted full search. / Panin, S. V.; Chemezov, V. O.; Lyubutin, P. S.
Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016: Proceedings of the International Conference on Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016: Proceedings of the International Conference on Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016. Vol. 1783 American Institute of Physics Inc., 2016. 020178.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Complex algorithm of optical flow determination by weighted full search
AU - Panin, S. V.
AU - Chemezov, V. O.
AU - Lyubutin, P. S.
PY - 2016/11/10
Y1 - 2016/11/10
N2 - An optical flow determination algorithm is proposed, developed and tested in the article. The algorithm is aimed at improving the accuracy of displacement determination at the scene element boundaries (objects). The results show that the application of the proposed algorithm is rather promising for stereo vision applications. Variations in calculating parameters have allowed determining their rational values and reducing the average absolute error of the end point displacement determination (AEE). The peculiarity of the proposed algorithm is performing calculations within the local regions, which makes it possible to carry out such calculations simultaneously (to attract parallel calculations).
AB - An optical flow determination algorithm is proposed, developed and tested in the article. The algorithm is aimed at improving the accuracy of displacement determination at the scene element boundaries (objects). The results show that the application of the proposed algorithm is rather promising for stereo vision applications. Variations in calculating parameters have allowed determining their rational values and reducing the average absolute error of the end point displacement determination (AEE). The peculiarity of the proposed algorithm is performing calculations within the local regions, which makes it possible to carry out such calculations simultaneously (to attract parallel calculations).
UR - http://www.scopus.com/inward/record.url?scp=85005952276&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85005952276&partnerID=8YFLogxK
U2 - 10.1063/1.4966472
DO - 10.1063/1.4966472
M3 - Conference contribution
VL - 1783
BT - Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016: Proceedings of the International Conference on Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures 2016
PB - American Institute of Physics Inc.
ER -