DocumentCode :
178930
Title :
Robust Surface Pattern Matching for Ball Spin Estimation with Multi-exposed Images Under Varying Illumination Conditions
Author :
Jongsung Kim ; Myunggyu Kim
Author_Institution :
Visual Contents Res. Dept., Electron. & Telecommun. Res. Inst., Daejeon, South Korea
fYear :
2014
fDate :
24-28 Aug. 2014
Firstpage :
4560
Lastpage :
4563
Abstract :
In this paper, a new robust surface pattern matching technique is proposed for estimating the spin rate and spin axis of a spinning ball from a multi-exposed image under varying illumination conditions. In the proposed technique, robust surface pattern extraction based on the OFF cell model of the human visual system is employed to obtain high-contrast surface patterns and a novel rotational surface pattern matching based on the contrast response difference between the patterns is then used to estimate the spin rate and spin axis of the ball with high accuracy. The proposed technique is highly robust and highly accurate when compared to correlation-based techniques. In addition, the processing time for the new technique is less than in the other techniques. The performance of the proposed technique is verified through real experimental results under various illumination conditions.
Keywords :
computer games; feature extraction; image matching; OFF cell model; ball spin estimation; contrast response; correlation-based techniques; high-contrast surface patterns; human visual system; multiexposed image; pattern extraction; processing time; robust surface pattern matching technique; rotational surface pattern matching; spin axis; spin rate; varying illumination conditions; Correlation coefficient; Estimation; Lighting; Pattern matching; Robustness; Spinning; Surface treatment; ball spin estimation; contrast response difference; human visual system; multi-exposed image; surface pattern matching;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition (ICPR), 2014 22nd International Conference on
Conference_Location :
Stockholm
ISSN :
1051-4651
Type :
conf
DOI :
10.1109/ICPR.2014.780
Filename :
6977493
Link To Document :
بازگشت