CAJ | 학술논문

为提升现有舰载光电探测系统图像的分辨率，通过图像降质及超分辨重建模型对复原图像中伪信息的产生进行了研究，在 Lee 方法的基础上，提出了采用高斯马尔科夫先验模型对图像重建过程进行约束的方法，实现了正则化参数的自适应计算。实验结果表明：该方法在视觉效果与客观指标上要优于传统方法与 Lee方法，具有良好的应用前景。
위제승현유함재광전탐측계통도상적분변솔，통과도상강질급초분변중건모형대복원도상중위신식적산생진행료연구，재 Lee 방법적기출상，제출료채용고사마이과부선험모형대도상중건과정진행약속적방법，실현료정칙화삼수적자괄응계산。실험결과표명：해방법재시각효과여객관지표상요우우전통방법여 Lee방법，구유량호적응용전경。
To enhance the image resolution of the existing shipboard photoelectric detection system, this paper analyzes the pseudo image in image reconstruction by means of image degradation and super-resolution reconstruction model.To deal with the inadequacies of traditional methods,a Lee-based method is proposed to use Gaussian Markov random field as a prior model to constrain the image reconstruction process for the adaptive computation of regular parameters.Experiment results show that the proposed method is superior to the traditional method and Lee′s method in visual effects and objective indicators and that this technique has a broad applying prospect.