Research on the Technology of Partial Masked Target Recognition

Author:

Hua Miao1,Chen Yu1,Wang Wen Sheng1

Affiliation:

1. Changchun University of Science and Technology

Abstract

The result of target recognition is always influenced by the clutter background, low contrast and deficiency luminance of image. Besides the factors mentioned above, detection and recognition of partial masked target has the character of fragmented target, which leads to another problem. All the harmful factors cause that target recognition can not be realized by hybrid optoelectronic joint transform correlator (HOJTC) due to the weak correlation peaks, even no peaks appear. In this paper, input image of HOJTC is processed by the method of adaptive threshold, and power spectrum is processed by wavelet transform (WT) as well. The combination effectively controls the disturbance of noise and enhances the energy of diffractive light of target. Experiment of HOJTC shows that the method can enhance the contrast of correlation peaks of partial masked target and improve the detection and recognition capacity of HOJTC. As an example, the experiment results of fragmented airplane target before and after processing are shown in the paper, which demonstrate the effectiveness of the method.

Publisher

Trans Tech Publications, Ltd.

Subject

Mechanical Engineering,Mechanics of Materials,General Materials Science

Reference11 articles.

1. Song Feijun, S. Jutamulia. Advanced Optical Information Processing[M]. Beijing: Peking University Press, 2001. 20~43.

2. Wensheng Wang, Cuiping Liang, Hua Miao et al. Hybrid optoelectronic joint transform correlator for the recognition of target in cluttered scenes[J]. Proc. SPIE, 2004: 204~213.

3. Defeng Zhang. Wavelet analysis with MATLAB. China machine press. (2010).

4. Fengchun Tian. A Research on the Characteristics of Mexican-hat Mother Wavelet Used in Optic Realization [J]. Journal of Chongqing University, 2002, 25(12) : 62~65.

5. Xiang Zhou, Hong Zhao. Three-Dimensional Profilometry Based on Mexican Hat Wavelet Transform[J]. Acta Optica Sinica, 2009, 29(1): 197~202.

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