Target recognition method based on mathematical morphology

Hui Xiong; Zhiyong Li; Zhenkang Shen; Wei An; ZeBin Tan

doi:10.1117/12.277636

1 July 1997 Target recognition method based on mathematical morphology

Hui Xiong, Zhiyong Li, Zhenkang Shen, Wei An, ZeBin Tan

Proceedings Volume 3075, Photonic Processing Technology and Applications; (1997) https://doi.org/10.1117/12.277636
Event: AeroSense '97, 1997, Orlando, FL, United States

Abstract

In some cases, target recognition method must satisfy both the consistent requirements of the foreground and background. In this paper, a recognition scheme based on mathematical morphology is proposed to meet these requirements. An error function derived from morphological transform is used to locate the probable location of target. Distribution function of structure element center is introduced to realized size invariance for the target recognition, and a new dredging operation and training procedure are also adopted to reach this aim. A serial x-ray photograph is used to simulate this recognition scheme, results indicate that the algorithm attains a high performance.

Citation Download Citation

Hui Xiong, Zhiyong Li, Zhenkang Shen, Wei An, and ZeBin Tan "Target recognition method based on mathematical morphology", Proc. SPIE 3075, Photonic Processing Technology and Applications, (1 July 1997); https://doi.org/10.1117/12.277636

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