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Object Classification Based on Radon Transform

Journal: Journal of Image Processing Theory and Applications (Vol.1, No. 1)

Publication Date:

Authors : ; ;

Page : 11-15

Keywords : Automatic Target Recognition (ATR); Radon Transform; Support Vector Machine (SVM) Classifier.;

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With the development of science and technology, the speed of taking and transmitting images has greatly improved, so that the target recognition technology based on remote sensing image becomes a reality. According to the deficiencies of the previous recognition methods, a method of automatic threshold is proposed for getting more accurate features about the positioned object, then the feature extraction by SVM classifier for classification and recognition. Experiments demonstrate the effectiveness of the current recognition system. The system provides a good performance in aircraft recognition and classification, at the same time it also offers better robustness.

Last modified: 2017-03-29 08:58:23