Share Email Print
cover

Proceedings Paper

ATR algorithm performance evaluation based on the simulation image and real image
Author(s): Lamei Zou; Zhiguo Cao; Weidong Yang
Format Member Price Non-Member Price
PDF $14.40 $18.00

Paper Abstract

Currently there is no algorithm which can be adapted to all of the imaging conditions. So, it is necessary for us to find a method to evaluate the existing ATR (automatic target recognition) algorithm. We do some researches on ATR algorithm performance evaluation based on test methodology. The basic idea of the algorithm performance evaluation is to establish the relationship model between the image quality characteristics and the algorithm’s performance. In this paper, the algorithm performance evaluation’s techniques are studied, which include the algorithm performance assessment framework, the universal test image database’s creating, and the research of the image quality evaluation model. Firstly, under the guidance of the orthogonal experimental design method, we construct a universal test image database which includes the simulation image and the outfield flight data. And then this paper propose a method to establish the relation model between image quality characteristic and ATR algorithm based on SVM classifier. Finally we use the model to evaluate algorithm’s performance. We conduct experiments on the matching algorithm’s performance evaluation. The experimental results show that the proposed evaluation framework is efficient and the evaluation model is well.

Paper Details

Date Published: 27 October 2013
PDF: 6 pages
Proc. SPIE 8919, MIPPR 2013: Pattern Recognition and Computer Vision, 89190T (27 October 2013); doi: 10.1117/12.2031395
Show Author Affiliations
Lamei Zou, Huazhong Univ. of Science and Technology (China)
Zhiguo Cao, Huazhong Univ. of Science and Technology (China)
Weidong Yang, Huazhong Univ. of Science and Technology (China)


Published in SPIE Proceedings Vol. 8919:
MIPPR 2013: Pattern Recognition and Computer Vision
Zhiguo Cao, Editor(s)

© SPIE. Terms of Use
Back to Top