针对红外图像具有对比度低、边缘模糊的缺点,提出一种基于变分偏微分方程理论的红外图像增强方法.通过重建图像梯度场的分布,以此增强图像中纹理细节不明显、对比度小的微弱信息.在梯度场的变换中对噪声的幅值切割,完成了对噪声处理.结果表明本算法使得原图像的灰度平均梯度值提高2~3倍,对增强红外图像的边缘和微弱有用信息效果明显,避免了直方图均衡类算法丢失一些灰度相近且分布较少的微弱细节信息的缺点,为图像识别和跟踪应用提供了高质量的图像信息.
参考文献
[1] | 李一芒,何昕,魏仲慧,等.采用降维技术的红外目标检测与识别[J].光学精密工程,2013,21(5):1297-1303.Li Y M,He X,Wei Z H,et al.Infrared target detection and recognition using dimension reduction technology[J].Opt.Precision Eng.,2013,21(5):1297-1303.(in Chinese) |
[2] | 李一芒,何昕,魏仲慧.红外预警实时图像处理系统设计与实现[J].液晶与显示,2013,28(1):110-114.Li Y M,He X,Wei Z H.Design and implement of real-time image processing system for IR warning system based on multi-passage[J].Chinese Journal of Liquid Crystals and Displays,2013,28(1):110-114.(in Chinese) |
[3] | 占必超,吴一全,纪守新.基于平稳小波变换和Retinex的红外图像增强方法[J].光学学报,2010,30(10):2788-2793.Zhan B C,Wu Y Q,Ji S X.Infrared image enhancement method based on stationary wavelet transformation and retinex[J].Acta Optica Sinica,2010,30(10):2788-2793.(in Chinese) |
[4] | 贾宏光,吴泽鹏,朱明超,等.基于广义线性运算和双边滤波的红外图像增强[J].光学精密工程,2013,21(12):3272-3282.Jia H G,Wu Z P,Zhu M C,et al.Infrared image enhancement based on generalized linear operation and bilateral filter[J].Opt.Precision Eng.,2013,21(12):3272-3282.(in Chinese) |
[5] | 尹传历,王啸哲.机载嵌入式图像增强系统设计与实现[J].液晶与显示,2013,28(4):604-607.Yin C L,Wang X Z.Design and realization of airborne embedded image enhancement system[J].Chinese Journal of Liquid Crystals and Displays,2013,28(4):604-607.(in Chinese) |
[6] | 王静轩,尹传历.基于DSP和FPGA的嵌入式实时图像增强系统[J].液晶与显示,2013,28(3):459-463.Wang J X,Yin C L.Embedded color image enhancement system based on DSP and FPGA[J].Chinese Journal of Liquid Crystals and Displays,2013,28(3):459-463.(in Chinese) |
[7] | 王超,叶中付.一种基于变分的图像增强算法和伪彩色映射[J].数据采集与处理,2005,20(1):18-22.Wang C,Ye Z F.Variational approach to image enhancement and pseudo-color mapping[J].Journal of Data Acquisition & Processing,2005,20(1):18-22.(in Chinese) |
[8] | 老大中.变分法基础[M].北京:国防工业出版社,2007.Lao D Z.Variational Method Foundation[M].Beijing:National Defence Industry Press,2007.(in Chinese) |
[9] | 朱才志.基于偏微分方程的数字图像处理的研究[D].安徽:中国科学技术大学,2007.Zhu C Z.Researches on digital image processing based on partial differential equation[D].Anhui:University of Science and Technology of China,2007.(in Chinese) |
[10] | 韩希珍,赵建.结合偏微分方程增强图像纹理及对比度[J].光学精密工程,2012,20(6):1382-1388.Han X Z,Zhao J.Enhancement of image texture and contrast combined with partial differential equation[J].Optics and Precision Engineering,2012,20(6):1382-1388.(in Chinese) |
[11] | 王炳健,刘上乾,周慧鑫,等.基于平台直方图的红外图像自适应增强算法[J].光子学报,2005,34(2):299-301.Wang B J,Liu S Q,Zhou H X,et al.Self-adaptive contrast enhancement algorithm for infrared images based on plateau histogram[J].Acta Photonica Sinica,2005,34(2):299-301.(in Chinese) |
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