| 低照度图像去噪算法的研究与实现 |
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| 引用本文： | 彭波,王一鸣.低照度图像去噪算法的研究与实现[J].计算机应用,2007,27(6):1455-1457. |
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| 作者姓名： | 彭波 王一鸣 |
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| 作者单位： | 中国农业大学,信息与电气工程学院,北京,100083 |
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| 摘 要： | 针对低照度图像存在大量噪声的情况，分析了主要噪声源及各种常见的图像去噪算法，在综合考虑图像去噪平滑效果、图像的清晰程度及图像去噪时间复杂度的基础上，提出了结合数学形态学方法和中值滤波方法的图像去噪算法。通过试验数据验证了本算法的可行性、实时性和鲁棒性。
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| 关 键 词： | 低照度 图像去噪 数学形态学 中值滤波 |
| 文章编号： | 1001-9081（2007）06-1455-03 |
| 收稿时间： | 2006-12-20 |
| 修稿时间： | 2006-12-20 |
Research and implementation of denoising algorithm for low-Illumination image |
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| PENG Bo,WANG Yi-ming.Research and implementation of denoising algorithm for low-Illumination image[J].journal of Computer Applications,2007,27(6):1455-1457. |
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| Authors: | PENG Bo WANG Yi-ming |
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| Affiliation: | College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China |
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| Abstract: | This paper analyzed the main noise sources for Low-Illumination Image. And a denoising method, combining Mathematics morphology with Median filter, was designed after balancing image smoothness, clearness and time complexity through the experiments of common denoising algorithms. The experiments also confirm that the algorithm is feasible, real-time and robust. |
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| Keywords: | low-Illumination image denoising mathematics morphology median filter |
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