论文 基于图像恢复在无人机领域的应用与研究我要分享

This paper is based on the application and research of image restoration in the field of UAV

论文 图像恢复 无人机

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开发平台: matlab

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代码描述

中文说明:

由于无人机在航拍时会受到相对运动、姿态变化、光学环境、机械振动等因素的影响,导致所拍图像退化。本文使用MATLAB对无人机航拍图像退化过程进行了仿真实验,根据图像退化的原因建立相应的图像退化模型,把清晰的原图像进行退化处理,然后将模拟出来的退化图像分别使用维纳滤波、约束最小二乘(正则)滤波、Lucy-Richardson迭代非线性和盲解卷积4种不同的复原算法进行恢复,达到复原模糊图像的目的。


English Description:

The UAV will be affected by relative motion, attitude change, optical environment, mechanical vibration and other factors, resulting in the degradation of the captured image. In this paper, Matlab is used to simulate the degradation process of UAV aerial image. According to the causes of image degradation, the corresponding image degradation model is established, the clear original image is degraded, and then the simulated degraded image is processed by Wiener filter, constrained least squares (regular) filter Lucy Richardson iterative nonlinear and blind deconvolution four different restoration algorithms to restore the blurred image


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论文 基于图像恢复在无人机领域的应用与研究 (2).doc