A method for comparative analysis of multidimensional data based on product characteristics

Xiangzhen Li; Peng Zhang; Kan Zhou; Xiaohang Wang; Hongcheng Yin; Xiaodan Xie; Xiao Wei

doi:10.1117/12.3023743

18 March 2024 A method for comparative analysis of multidimensional data based on product characteristics

Xiangzhen Li, Peng Zhang, Kan Zhou, Xiaohang Wang, Hongcheng Yin, Xiaodan Xie, Xiao Wei

Proceedings Volume 13104, Advanced Fiber Laser Conference (AFL2023); 1310463 (2024) https://doi.org/10.1117/12.3023743
Event: Advanced Fiber Laser Conference (AFL2023), 2023, Shenzhen, China

Abstract

Remote sensing technology plays a crucial role in today's world, providing a large amount of data for various fields. Different fields require detailed analysis of different types of product characteristics to meet different needs. Therefore, in-depth understanding of product characteristics is crucial to improve the efficiency of decision making and target management. The existing data comparative analysis methods of product characteristics often only carry out a single dimension comparison, which is not conducive to users to understand the target product characteristics. This paper designs a comparative analysis method of multi-dimensional data based on product characteristics. By obtaining different types of raw data of the target, feature extraction is carried out on each type of raw data respectively to obtain the corresponding feature data of each type, and different feature data are normalized. The normalized feature data is compared and displayed with the current type of known feature data of each known target in the database, and the comparison results of each dimension of the target are obtained.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Xiangzhen Li, Peng Zhang, Kan Zhou, Xiaohang Wang, Hongcheng Yin, Xiaodan Xie, and Xiao Wei "A method for comparative analysis of multidimensional data based on product characteristics", Proc. SPIE 13104, Advanced Fiber Laser Conference (AFL2023), 1310463 (18 March 2024); https://doi.org/10.1117/12.3023743

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
7 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

3D modeling

Data modeling

Feature extraction

Remote sensing

Reflection

Solid modeling

3D acquisition

Show All Keywords

Keywords/Phrases

Search In:

Publication Years