Analysis and modeling simulation of hyperspectral target characteristics in remote sensing earth observation

Longjian Cong; Haipeng Li; Hongshuo Wang; Siyan Xu; Yuhang Huang

doi:10.1117/12.3012636

7 March 2024 Analysis and modeling simulation of hyperspectral target characteristics in remote sensing earth observation

Longjian Cong, Haipeng Li, Hongshuo Wang, Siyan Xu, Yuhang Huang

Author Affiliations +

Proceedings Volume 13088, MIPPR 2023: Remote Sensing Image Processing, Geographic Information Systems, and Other Applications; 130880C (2024) https://doi.org/10.1117/12.3012636
Event: Twelfth International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR2023), 2023, Wuhan, China

Abstract

Aiming at the demand for target detection of typical ground and object backgrounds in hyperspectral earth observation, this project solves the problems of insufficient sample size and low fidelity of target environment scene in intelligent learning, training and testing of a novel optoelectronic detection system, breaks through the key technologies of modeling of hyperspectral imaging simulation mechanism, modeling of hyperspectral reflectance/radiation characteristics of typical target background, computation of hyperspectral atmospheric transmission characteristics, and modeling of hyperspectral optical detectors, etc., and organically integrates remote sensing imaging and spectral measurement technologies. Through simulation, it simultaneously acquires spatial and spectral radiation information data from typical target backgrounds, thus providing foundational data support for the design of target detection algorithms based on hyperspectral data.

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

Citation Download Citation

Longjian Cong, Haipeng Li, Hongshuo Wang, Siyan Xu, and Yuhang Huang "Analysis and modeling simulation of hyperspectral target characteristics in remote sensing earth observation", Proc. SPIE 13088, MIPPR 2023: Remote Sensing Image Processing, Geographic Information Systems, and Other Applications, 130880C (7 March 2024); https://doi.org/10.1117/12.3012636

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KEYWORDS

Modeling

Imaging systems

Plastics

Hyperspectral imaging

Hyperspectral simulation

Sensors

Reflection

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