Intellectual analysis of pulsed RCS for 3D objects recognition by an optical location system

Leonid Labunets

doi:10.1117/12.2669242

5 January 2023 Intellectual analysis of pulsed RCS for 3D objects recognition by an optical location system

Leonid Labunets

Proceedings Volume 12564, 2nd International Conference on Computer Applications for Management and Sustainable Development of Production and Industry (CMSD-II-2022); 125640C (2023) https://doi.org/10.1117/12.2669242
Event: Computer Applications for Management and Sustainable Development of Production and Industry (CMSD2022), 2022, Dushanbe, Tajikistan

Abstract

Based on the intellectual analysis of the momentum effective scattering surface (EPS), a physically interpretable set of initial features for recognizing 3D objects of optical location is proposed. The space of informative features was formed by the method of principal components and its cluster structure was studied using the example of three anthropogenic objects. A technique for synthesizing a Bayesian classifier of 3D objects is presented. Classification errors of the first and second kind are analyzed.

Citation Download Citation

Leonid Labunets "Intellectual analysis of pulsed RCS for 3D objects recognition by an optical location system", Proc. SPIE 12564, 2nd International Conference on Computer Applications for Management and Sustainable Development of Production and Industry (CMSD-II-2022), 125640C (5 January 2023); https://doi.org/10.1117/12.2669242

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available