| 一种基于运动估计的视频降噪算法 |
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| 引用本文： | 白瑞广,金湘亮,徐杰.一种基于运动估计的视频降噪算法[J].激光与红外,2014,44(4):443-446. |
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| 作者姓名： | 白瑞广 金湘亮 徐杰 |
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| 作者单位： | 湘潭大学材料与光电物理学院，湖南 湘潭 411105 |
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| 基金项目： | 国家自然科学基金重点项目(No.61233010)；国家自然科学基金(No.61274043)资助 |
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| 摘 要： | 为了有效地去除视频序列中的噪声,提高视频图像质量,提出了一种基于运动估计的视频降噪算法。该算法在由视频序列中的当前帧和前后多帧图像构建的图像层中,通过运动估计技术,沿着物体的运动轨迹进行时域帧间滤波。实验结果显示,本文提出的算法充分利用了视频序列的时域信息,可以有效去除视频序列中的噪声,同时可以很好地保持视频图像的细节。
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| 关 键 词： | 视频序列 降噪 运动估计 时域滤波 |
Video noise reduction based on motion estimation |
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| BAI Rui-guang,JIN Xiang-liang,XU-Jie.Video noise reduction based on motion estimation[J].Laser & Infrared,2014,44(4):443-446. |
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| Authors: | BAI Rui-guang JIN Xiang-liang XU-Jie |
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| Affiliation: | Faculty of Materials,Optoelectronics and Physics,Xiangtan University,Xiangtan 411105,China |
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| Abstract: | For eliminating the noise of video sequence effectively,a video noise reduction algorithm based on motion-estimation is proposed. Time-domain filtering is performed along the object trajectory in the map layer which is composed of the current frame and the compensated reference frames of video sequence. The experiment results show that the proposed method can effectively suppress the noise in the video,and keep textures and details well by fully utilizing temporal correlations in video content. |
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| Keywords: | video sequence noise reduction motion estimation time-domain filter |
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