Research on hyperspectral band selection method for visual interpretation

C. B. Jin; G. Yang

doi:10.1117/12.2634396

12 May 2022 Research on hyperspectral band selection method for visual interpretation

C. B. Jin, G. Yang

Proceedings Volume 12173, International Conference on Optics and Machine Vision (ICOMV 2022); 121730V (2022) https://doi.org/10.1117/12.2634396
Event: International Conference on Optics and Machine Vision (ICOMV 2022), 2022, Guangzhou, China

Abstract

Because of the continuous advancement of spectral imaging technology, the spectral fineness of hyperspectral remote sensing images increases continually, and the scale of band data enlarges constantly, it is more and more difficult to process multi-dimensional data. Band selection has been applied in many fields as an effective way of data dimensionality reduction, however, the relatively single experimental data used by the existing common methods, the ability to discriminate when applied to specific objects such as camouflage targets cannot be verified. Therefore, when the research uses the band selection method to solve the problem of large amount of data and band redundancy in hyperspectral images, how to quantitatively calculate the significance of the camouflage target has become an urgent problem. The image evaluation index of simulated vision is introduced, and the quantitative results are used to show the effectiveness of the selected method for identifying the target, which provides theoretical support and thinking reference for the establishment of an algorithm model suitable for the recognition of camouflage targets in the battlefield environment.

Citation Download Citation

C. B. Jin and G. Yang "Research on hyperspectral band selection method for visual interpretation", Proc. SPIE 12173, International Conference on Optics and Machine Vision (ICOMV 2022), 121730V (12 May 2022); https://doi.org/10.1117/12.2634396

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

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
5 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Camouflage

Hyperspectral imaging

Detection and tracking algorithms

Remote sensing

Visualization

Target recognition

Target detection

Keywords/Phrases

Search In:

Publication Years