Automatic target recognition of complex internal structure

Authors

  • Tadeusz Niedziela Warsaw University of Technology, Facluty of Transport, Warsaw, Poland Author

DOI:

https://doi.org/10.5604/08669546.1147001

Keywords:

Automatic Target Recognition, ATR, target detection, Fourier transform

Abstract

The paper presents methods of automatic target recognition from images with complex internal structure. Recognition methods proposed are based on the Fourier transform properties. These methods make it possible to bring the problem to Fourier transform, feature extraction and input image classification. Image data synthesis within diffraction plane significantly increases the probability of target detection.

References

Casasent, D., Song, J.: A Computer Generated Hologram for Diffraction-Pattern Sampling. Proc. SPIE. 523, pp. 227-236, (1985).

George, N., Wang, S.: Neural Networks Applied to Diffraction-Pattern Sampling. Appl. Opt. 33, pp. 3127-3134 (1994).

Niedziela, T.: Opto-electronic methods of image recognition. Research Works of Air Force Institute of Technology, 9, pp. 93-105 (2000).

Cyran, K. A., Jaroszewicz, L. R., Niedziela, T.: Neural Network based Automatic Diffraction Pattern Recognition, Opto-elect. Rev. 9, pp. 301-307, (2001).

Cyran, K. A., Niedziela, T., Jaroszewicz, J. R., Podeszwa, T.: Neural Classifiers in Diffraction Image Processing. Proc. Int. Conf. Comp. Vision Graph. pp. 223-228, Zakopane, Poland (2002).

Cyran, K. A., Niedziela, T.: Automatic recognition of the type of road vehicles with the use of optimised ring-wedge detector and neural network, Archives of Transport, XVIII, 3, pp. 23-36, (2006).

Cyran, K. A., Niedziela, T.: Infrared images in automatic recognition of the type of road obstacle in a fog, Archives of Transport, XVIII, 4,pp. 29-38, (2006).

Cyran, K. A., Niedziela, T.: Optimization method of feature extractor for automatic pattern recognition system of motor vehicles. Archives of Transport, , XXI, 1-2, 5-2 (2009).

Cyran, K. A., Niedziela, T.: Opto-electronic method of pattern recognition of motor vehicles in spatial frequency domain, Archives of Transport, XXI, pp. 1-2, 27-47 (2009).

Niedziela, T., Krukar, W.: Method of automatic recognition of registration plates of motor vehicles. Publishing House of Warsaw University of Technology, Transport Scientific Papers No. 57, pp. 67-86, Warsaw (2006).

Krukar, W.: Automatic target recognition from infrared images, PhD thesis, WAT, (2009).

Silvescu, J. A.: Fourier neural networks, International Joint Conference on Neural Networks, 1, pp. 488 – 491, Washington (1999).

Cyran, K.: Pattern recognition with the use of computer-generated holograms having the function of a ring-wedge detector. PhD thesis, Silesian University of Technology, (2000).

Downloads

Published

2014-12-31

Issue

Section

Original articles

How to Cite

Niedziela, T. (2014). Automatic target recognition of complex internal structure. Archives of Transport, 32(4), 61-72. https://doi.org/10.5604/08669546.1147001

Share

Most read articles by the same author(s)

<< < 20 21 22 23 24 25 26 27 28 29 > >> 

Similar Articles

1-10 of 49

You may also start an advanced similarity search for this article.