Title :
An algorithm based on HRRP for target recognition
Author :
Shen, Li Min ; Ma, Yan Zhou
Author_Institution :
Comput. Center, PLA Univ. of Foreign Languages, Luoyang, China
Abstract :
Based on the scattering center model, the dissertation makes detailed analysis on the physical property of HRRP samples and points out the HRRP sensitivity of target-aspect. The average HRRP for feature extraction is presented in a small target-aspect after the HRRP preprocessing methods are discussed, and experiment results based on the SVM classifier are given to show the efficiency of the proposed method.
Keywords :
feature extraction; image classification; image resolution; object recognition; support vector machines; HRRP sensitivity; SVM classifier; dissertation; feature extraction; high resolution range profile; scattering center model; target recognition; Adaptive optics; Computer languages; Image resolution; Optical imaging; Optical sensors; Average HRRP; HRRP; SVM; radar target recognition;
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2011 International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-1-61284-879-2
DOI :
10.1109/IASP.2011.6109000
