Abstract
In Industrial automation field rotation angle calculation between successive bearing images is frequently required and the rotation angle is used for locating the oil feeder. Because bearing images are rotational symmetric, also they have perspective distortion, the phase correlation method in frequency domain usually cannot find reasonable rotation angle. This paper presents a new method based on edge images’ correlations, at first original images’ Canny edges are got after polar coordinate transform, then Hamming distance is used to calculate spatial correlation between bearing images, at last reasonable rotation angles are got when Hamming distance get the minimum value. For this kind of rotational symmetric images with rich edges, experiments show that the proposed method can efficiently solve this problem with much low computation cost.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Onishi, H., Suzuki, H.: Detection of Rotation and Paraller Translation Using Hough and Fourier transforms. In: Proceeding of IEEE International Conference on Image Processing, pp. 827–830 (1996)
Pao, D.C.V., Li, H.F., Jayakumar, R.: Shape’s Recognition Using the Straight Line Hough Transform: Theory and generalization. IEEE PAMI 14(11), 1076–1089 (1992)
Li, Z., Yang, X.H.: A Method of Image Registration for Two Rotated and Translated Images. Journal of Applied Science (China) 23(3), 282–286 (2005)
Kuglin, C.D., Hines, D.C.: The Phase Correction Image Alignment Method. In: IEEE International Conference on Cybernetics and Society, New York, USA, pp. 163–165 (1975)
Hill, L., Vlachos, T.: On the Estimation of Global Motion Using Phase Correction For Broadcast Application. In: Proceeding of IEEE International Conference on Image Processing, pp. 721–725 (1999)
Milanfar, P.: Projection-based Frequency-domain Estimation of Superimposed Translation Motions. Journal of the Optical Society of America A 13(11), 2151–2162 (1996)
Zitova, B., Flusser, J.: Image Registration Methods: A Survey. Image and Vision Computing 21(11), 977–1000 (2003)
Reddy, B.S., Chatterji, B.N.: An FFT-based Technique for Translation Rotation, and Scale-Invariant Image Registration. IEEE Transaction on Image Processing 5(8), 1266–1271 (1996)
Li, Z., Mao, Y., Wang, Z.: A Method of Image Mosaic Using Log-polar Coordinte Mapping. Journal of Image and Graphics(China) 10(1), 59–63 (2005)
Belkasim, S.O., Shridhar, M., Ahmadi, M.: Pattern Recognition With Moment Invariants: Comparative Study and New Results. Pattern Recognition 24(12), 1117–1138 (1991)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Liu, L. (2008). A Rotation Angle Calculation Method about Bearing Images Based on Edge Image Correlations. In: Huang, DS., Wunsch, D.C., Levine, D.S., Jo, KH. (eds) Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues. ICIC 2008. Lecture Notes in Computer Science, vol 5226. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-87442-3_129
Download citation
DOI: https://doi.org/10.1007/978-3-540-87442-3_129
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-87440-9
Online ISBN: 978-3-540-87442-3
eBook Packages: Computer ScienceComputer Science (R0)