Browse > Article
http://dx.doi.org/10.5573/ieie.2015.52.11.147

The Image Position Measurement for the Selected Object out of the Center using the 2 Points Polar Coordinate Transform  

Seo, Choon Weon (Dept. of Computer Networks, Kimpo University)
Publication Information
Journal of the Institute of Electronics and Information Engineers / v.52, no.11, 2015 , pp. 147-155 More about this Journal
Abstract
For the image processing system to be classified the selected object in the nature, the rotation, scale and transition invariant features is to be necessary. There are many investigations to get the information for the object processing system and the log-polar transform which is to be get the invariant feature for the scale and rotation is used. In this paper, we suggested the 2 points polar coordinate transform methods to measure the selected object position out of the center in input image including the centroid method. In this proposed system, the position results of objects are very good, and we obtained the similarity ratio 99~104% for the object coordinate values.
Keywords
polar transform; object coordinate; invariant feature extraction;
Citations & Related Records
연도 인용수 순위
  • Reference
1 R. O. Duda and P. E. Hart, "Use of Hough Transformation to Detect Line and Curves in Picture", Commun.ACM.15, 204, 1972.
2 Y. N. Hsu and H. H. Arsenault, "Optical Pattern Recognition using the Circular Harmonic Expansion", Appl. Opt., vol.21, pp.4016-4025, 1982   DOI   ScienceOn
3 Anqi Ye and David Casasent, "Morphological Wavelet Transform for Distortion- Invariant Object Detection in Clutter", SPIE Wavelet Applications, vol.2242, pp.525-537, 1994.
4 Ramesh C. Jain, "Segmentation of Frame Sequences Obtained by a Moving Observer", IEEE vol.PAMI-6, no.5, pp.624-629, September, 1984.
5 Saburo Tsuji, Michiharu Osada and Masahiko Yachida, "Tracking and Segmentation of Moving Objects in Dynamic Line Images", IEEE vol.PAMI-2, no.6, pp.516-522, November, 1980.
6 Jong-Kwon Won, Sang-Yi Yi, Chung-Sang Ryu, Seung-Hyun Lee, Eun-Soo Kim, "Moving Target Segmentation using the Sequential Correlation", Proc. of KICS, vol.14, no.2, pp.947-950, 1995.
7 D. Casasent and D. Psaltis, "Position, Rotation, and Scale Invariant Optical Correlation", Appl. Opt., vol. 26, no. 10, pp.1900-1910, 1987.   DOI
8 Choon W. Seo, Soo I. Kim and Chang H. Nam, "Character Feature Extraction using the Log-polar Transform", J. of IEEK, vol. 38-TE, no. 2, pp. 129-136, 2001.
9 R. Jain, S. Bartlett, and N. O'Brien, "Some Experiments in Ego-motion Complex Logarithmic Mapping", Advances in Computer Vision and Image Processing, vol.3, pp.145-177, 1988.
10 D. Casasent, S. F. Xia, A. J. Lee and J. Z. Jung, "Real-time Deformation Invariant Optical Pattern Recognition using Coordinate Transformations", Appl. Opt., vol.26, no.9, pp.938-942, 1987.   DOI