Study on Simulation of Sea Sky Infrared Imaging based on Neural Network and Measured Data

2018 2nd annual International Conference on Cloud Technology and Communication Engineering

计算机科学;无线电电子学

Tang, Simi^1 ; Chen, Zhongwei^1 ; Li, Xianbin^1

Naval Research Academy, Beijing

100161, China^1

关键词: Engineering applications;    High-accuracy;    Imaging simulation;    Infrared background;    Infrared characteristics;    Ocean datum;    Simulation calculation;    Weather parameters;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/466/1/012024/pdf
DOI  :  10.1088/1757-899X/466/1/012024

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

There is great application value in military and engineering for the ocean infrared imaging simulation technology, which has been deeply studied by many researchers. However, the current research only focuses on the simulation calculation, and the accuracy is lack of the effective support. In this paper, the neural network is used to the measured ocean data, the characteristic of each ocean infrared image was extracted, trained and analyzed by neural network, and the law of the infrared characteristic value under different weather parameters was obtained. The infrared of the sea and sky was calculated by using the weather parameters. The infrared background of the ocean was reconstructed. The method would be high accuracy and high engineering application value.