Title :
Target classification system based on the characterization of targets by subspaces
Author :
Pisane, Jonathan ; Lesturgie, Marc ; Verly, Jacques
Abstract :
This paper presents a novel classification technique based on targets bistatic backscattering coefficients acquired at low frequencies. Each target class is characterized by a subspace. Air targets are then classified based on geometrical classification criteria. An average recognition rate of 90% is achieved.
Keywords :
geometry; image classification; air targets; geometrical classification criteria; subspaces; target characterization; target classification system; targets bistatic backscattering coefficients; Backscatter; Databases; Radio transmitters; Receivers; Support vector machine classification; Vectors;
Conference_Titel :
Radar (Radar), 2011 IEEE CIE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-8444-7
DOI :
10.1109/CIE-Radar.2011.6159617
