Translation Scale Rotation Invariancy (TSRI) Recognition of Target Image Based on Triple-Correlation

Zhu Qi;Zheng Lian;Wang Keyong

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  • Sponsored by: China Association for Science and Technology (CAST)

    Editor-In-Chief: Xu Yida

    ISSN 1000-1093

    　

  • Hosted By: China Ordnance Society

    Published By: Acta Armamentarii

    CN 11-2176/TJ

Acta Armamentarii, a Chinese monthly journal, was first published in 1979. The journal is supervised by China Association for Science and Technology, sponsored by China Ordnance Society，and edited and published by Editorial Board of Acta Armamentarii. The Journal is included in all important domestic databases，and also collected by Engineering Index (EI, USA), Chemical Abstracts (CA, USA), Science Abstracts (SA, UK）, Abstract Journal (AJ, Russia), and Current Bibliography on Science and Technology(CBST).Acta Armamentarii has been selected into the journal Of Ordnance Science and Technology (Weapons Industry) Field Of High Quality Scientific and Technological Periodical Classification Catalogue (2022 edition), ranking T1, and the journal of Automotive Engineering Field of High Quality Scientific and technological Periodical classification Catalogue, ranking T2.
Acta Armamentarii ›› 1999, Vol. 20 ›› Issue (1) : 39-42. DOI: 10.3969/j.issn.1000-1093.1999.01.010
Paper

Translation Scale Rotation Invariancy (TSRI) Recognition of Target Image Based on Triple-Correlation

  • Zhu Qi, Zheng Lian, Wang Keyong
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Abstract

The emphasis of this paper is laid on solving translation, scale and rotation —invariant target image recognition problems (TSRI) using ANN method based on triple-correlation. By calculating ‘0 slice’ triple-correlation, log-polar mapping, calcu?lating Fourier transform .amplitude-module, the TbRI feature is retrieved and used as input signal of pattern classifier, the single layer perception is used as a classifier. Theo?ry analyzing and results from experiment with three airplanes show that this TSRI recognition method is efficient, and has many advantages such as insensitive to noise, high recognition rate, high speed processing, simple in structure etc.

Key words

image recognition / artificial neural network / automatical target recogni?tion / invariant pattern recognition

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Zhu Qi, Zheng Lian, Wang Keyong. Translation Scale Rotation Invariancy (TSRI) Recognition of Target Image Based on Triple-Correlation. Acta Armamentarii. 1999, 20(1): 39-42 https://doi.org/10.3969/j.issn.1000-1093.1999.01.010

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