Title :
Automatic target recognition of ISAR images based on Hausdorff distance
Author :
Yuankui, Hu ; Yiming, Yang
Author_Institution :
East China Res. Inst. of Electron. Eng., Hefei
Abstract :
A method of ATR of ISAR images is addressed in this paper. In this method, the edge images of ISAR images are applied as features and the THD method is applied as classifier. The edge image has the advantage of less demand on storage space and computation time, which is superior in practical system. The recognition based on Hausdorff distance is invariant to rotation after the scale and the signal level of the images are normalized. The experimental results demonstrate that the method performs very well.
Keywords :
radar imaging; radar target recognition; Hausdorff distance; ISAR image; THD method; automatic target recognition; Feature extraction; Image databases; Image recognition; Image storage; Radar imaging; Radar scattering; Shape measurement; Spatial databases; Target recognition; Wavelet transforms;
Conference_Titel :
Synthetic Aperture Radar, 2007. APSAR 2007. 1st Asian and Pacific Conference on
Conference_Location :
Huangshan
Print_ISBN :
978-1-4244-1188-7
Electronic_ISBN :
978-1-4244-1188-7
DOI :
10.1109/APSAR.2007.4418654