多子直方图均衡微光图像增强及FPGA实现

陈莹; 朱明

doi:10.3788/CO.20140702.0225

多子直方图均衡微光图像增强及FPGA实现

doi: 10.3788/CO.20140702.0225

陈莹^1,2,
朱明^1, ,

1.
中国科学院长春光学精密机械与物理研究所航空光学成像与测量中国科学院重点实验室, 吉林长春 130033;
2.
中国科学院大学北京 100049

基金项目:

国家自然科学基金资助项目（No.11071103）

详细信息

作者简介:
陈莹（1989-），女，辽宁盘锦人，硕士研究生，2012年于吉林大学大学获得学士学位，主要从事数字图像处理，图像增强方面的研究。E-mail：cy890305@sina.cn

通讯作者:
朱明，E-mail：zhu_mingca@163.com

中图分类号: TP212;TP911.73
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- 文章访问数: 1886
- HTML全文浏览量: 545
- PDF下载量: 742
- 被引次数: 0
出版历程
- 收稿日期: 2013-11-10
- 修回日期: 2014-02-08
- 刊出日期: 2014-03-25

Multiple sub-histogram equalization low light level image enhancement and realization on FPGA

CHEN Ying^1,2,
ZHU Ming^{1
, ,}

1.
Key Laboratory of Airborne Optical Imaging and Measurement, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China;
2.
University of Chinese Academy of Sciences, Beijing 100049, China

摘要

摘要: 针对微光图像对比度低，目标难以识别的问题，对微光图像增强算法进行了研究。提出了一种多子直方图均衡增强算法，该算法首先将直方图按面积平均分割成4个子直方图，利用平均像素数量作为阈值切割直方图降低过度增强现象，然后加入尺度因子对动态范围进行调整，最后分别对子直方图均衡得到增强效果。此算法用Verilog语言在现场可编程门阵列（FPGA）上具体实现，并给出了主观和客观的评价，改进算法能产生更清晰的图像，在硬件平台上也能实时显示增强效果，一帧图像处理时延约为0.45 ms。实验结果表明，改进算法不会产生饱和、噪声放大的现象，图像细节保持较好，满足视频图像处理实时性要求，得到了具有较好视觉效果的增强图像。
- 图像增强 /
- 直方图均衡 /
- 微光图像 /
- FPGA /
- 实时性
Abstract: In order to solve the problems that low light level image has low contrast and it is difficult to distinguish objective, it is necessary to research on low light level image enhancement algorithm. A multiple sub-histogram equalization enhancement algorithm is proposed. Initially, in the proposed algorithm, the histogram are separated into four parts according to the area equally. Then, the resultant sub-histograms are clipped according to the average number of pixels of input image to reduce the enhancement phenomenon. In addition, the scale factor is adopted to adjust dynamic range. Finally, each sub-histogram is equalized. The algorithm is implemented on FPGA with verilog language, and is given subjective and objective evaluation. With this algorithm good results can be achieved in real-time on the hardware platform, and the delay of an image processing is about 0.45 ms. Experimental results show that with this proposed algorithm no saturation and noise amplification phenomenon appear, and image details of the processed image are well preserved and highlighted. The algorithm meets the real-time requirement and the enhanced images of better visual effect can be achieved.
- image enhancement /
- histogram equalization /
- low light level image /
- FPGA /
- real time

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参考文献(1)

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多子直方图均衡微光图像增强及FPGA实现

doi: 10.3788/CO.20140702.0225

作者简介:
陈莹（1989-），女，辽宁盘锦人，硕士研究生，2012年于吉林大学大学获得学士学位，主要从事数字图像处理，图像增强方面的研究。E-mail：cy890305@sina.cn

通讯作者:
朱明，E-mail：zhu_mingca@163.com

计量

Multiple sub-histogram equalization low light level image enhancement and realization on FPGA

计量

目录

《中国光学（中英文）》跻身光学领域期刊Q3区

留言板

多子直方图均衡微光图像增强及FPGA实现

doi: 10.3788/CO.20140702.0225

作者简介: 陈莹（1989-），女，辽宁盘锦人，硕士研究生，2012年于吉林大学大学获得学士学位，主要从事数字图像处理，图像增强方面的研究。E-mail：cy890305@sina.cn

通讯作者: 朱明，E-mail：zhu_mingca@163.com

计量

出版历程

Multiple sub-histogram equalization low light level image enhancement and realization on FPGA

计量

出版历程

目录

《中国光学（中英文）》跻身光学领域期刊Q3区

作者简介:
陈莹（1989-），女，辽宁盘锦人，硕士研究生，2012年于吉林大学大学获得学士学位，主要从事数字图像处理，图像增强方面的研究。E-mail：cy890305@sina.cn

通讯作者:
朱明，E-mail：zhu_mingca@163.com