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Proceedings Paper

Distorted target recognition based on canny operator enhancing OT-MACH filter
Author(s): Jiyang Shang; Yu Zhang; Qibo Zhang; Wensheng Wang
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Paper Abstract

The image pattern recognition can accurately identify and locate the target, but image pattern recognition is unable to accurately recognize the distorted targets (the targets rotated in plane or scale changed), which has restricted the development of the image pattern recognition. In order to solve the problem of inaccurate recognition for distorted target in cluttered background among the image pattern recognition, the distorted target images and the training images are edge extracted by canny operator. The Optimum Trade-off Maximum Average Correlation Height (OT-MACH) filter is synthesized with the edge extracted training images. The low frequency information of the distorted target images and the filter is enhanced. Then the edge extracted distorted target image is filtered by the OT-MACH filter. Thereby, the distortion tolerance of the OT-MACH filter is expanded. It can respond higher correlation peaks and have higher distortion tolerance to recognize various types of distorted targets in cluttered background. By this method, which the space edge extraction combines with frequency domain filtering, the scale distortion tolerance is 0.72~1.42 times; the rotation distortion tolerance can reach up to 70 degrees. In order to prove the feasibility of this method, a lot of computer simulation experiments have been done with the canny operator and the OT-MACH filter.

Paper Details

Date Published: 27 November 2012
PDF: 7 pages
Proc. SPIE 8559, Information Optics and Optical Data Storage II, 85590N (27 November 2012); doi: 10.1117/12.999326
Show Author Affiliations
Jiyang Shang, Changchun Univ. of Science and Technology (China)
Yu Zhang, Changchun Univ. of Science and Technology (China)
Qibo Zhang, Changchun Univ. of Science and Technology (China)
Wensheng Wang, Changchun Univ. of Science and Technology (China)


Published in SPIE Proceedings Vol. 8559:
Information Optics and Optical Data Storage II
Feijun Song; Hui Li; Xiudong Sun; Francis T. S. Yu; Suganda Jutamulia; Kees A. Schouhamer Immink; Keiji Shono, Editor(s)

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