Automatic target recognition of complex internal structure

• Autorzy: Niedziela T.

Identyfikatory

DOI

10.5604/08669546.1147001

• Języki publikacji: EN

Abstrakty

EN

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.

Słowa kluczowe

EN

Automatic Target Recognition; ATR; target detection; Fourier transform

PL

transformata Fouriera; rozpoznawanie obrazów; układy automatycznego rozpoznania

• Wydawca: Warsaw University of Technology, Faculty of Transport
• Czasopismo: Archives of Transport
• Rocznik: 2014
• Tom: Vol. 32, iss. 4
• Strony: 61--72
• Opis fizyczny: Bibliogr. 13 poz., rys.

Twórcy

autor

Niedziela T.

• Warsaw University of Technology, Faculty of Transport, Warsaw, Poland

Bibliografia

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• [3] Niedziela, T.: Opto-electronic methods of image recognition. Research Works of Air Force Institute of Technology, 9, pp. 93-105 (2000).
• [4] Cyran, K. A., Jaroszewicz, L. R., Niedziela, T.: Neural Network based Automatic Diffraction Pattern Recognition, Opto-elect. Rev. 9, pp. 301-307, (2001).
• [5] 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).
• [6] 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).
• [7] 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).
• [8] 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).
• [9] 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).
• [10] 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).
• [11] Krukar, W.: Automatic target recognition from infrared images, PhD thesis, WAT, (2009).
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• [13] 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).