液晶与显示, 2015, 30 (2): 300, 网络出版: 2015-04-14   

高斯混合模型自适应微光图像增强

Automatic low light level image enhancement using Gaussian mixture modeling
作者单位
1 中国科学院 长春光学精密机械与物理研究所, 吉林 长春 130033
2 中国科学院大学, 北京 100049
3 总装备部沈阳军事代表局驻长春地区军事代表室, 吉林 长春 130033
引用该论文

陈莹, 朱明, 刘剑, 李兆泽. 高斯混合模型自适应微光图像增强[J]. 液晶与显示, 2015, 30(2): 300.

CHEN Ying, ZHU Ming, LIU Jian, LI Zhao-ze. Automatic low light level image enhancement using Gaussian mixture modeling[J]. Chinese Journal of Liquid Crystals and Displays, 2015, 30(2): 300.

参考文献

[1] 贺柏根,刘 剑,马天玮.基于 DSP + FPGA 的实时图像去雾增强系统设计[J].液晶与显示,2013,28(6):968-972.

    He B G,Liu J,Ma T W.Real-time image defogging and enhanced system designed based on DSP+FPGA[J].Chinese Journal of Liquid Crystals and Displays,2013,28(6):968-972.(in Chinese)

[2] 史继芳,杨斌,韩占锁,等.基于双重模型客观评价微光像增强器的分辨力[J].光学精密工程,2013,19(3):2260-2265.

    Shi J F,Yang B,Han Z S,et al.IR/visible image registration based on EM iteration of log-likelihood function[J].Optics and Precision Engineering,2013,19(3):2260-2265.(in Chinese)

[3] Gonzalez R C,Woods R E.Digital Image Processing[M].Upper Saddle River,NJ:Prentice Hall,2006.

[4] 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)

[5] 樊博,王延杰,孙宏海,等.FPGA实现高速实时多端口图像处理系统的研究[J].液晶与显示,2013,28(4):620-625.

    Fan B,Wang Y J,Sun H H,et al.High speed real-time multiport image processing system realized on FPGA[J].Chinese Journal of Liquid Crystals and Displays,2013,28(4):620-625.(in Chinese)

[6] Kim T K,Paik J K,Kang B S.Contrast enhancement system using spatially adaptive histogram equalization with temporal filtering[J].IEEE Transactions on Consumer Electronics,1998,44(1):82-87.

[7] Iwanami T,Goto T,Hirano S,et al.An adaptive contrast enhancement using regional dynamic histogram equalization [C].IEEE International Conference on Consumer Electronics,2012:719-722.

[8] Ooi C H,Isa N A M.Quadrants dynamic histogram equalization for contrast enhancement[J].IEEE Transactions on Consumer Electronics,2010,56(4):2552–2559.

[9] 卢清华,吴志伟,范彦斌.基于混合高斯模型的运动车辆检测方法[J].光电子·激光,2013,24(4):751-757.

    Lu Q H,Wu Z W,Fan Y B.An improved mobile vehicle detection method based on Gaussian mixture model[J].Journal of Optoelectronics · Laser,2013,24(4):751-757.(in Chinese)

[10] 聂宏宾,侯晴宇,赵明,等.基于似然函数EM迭代的红外与可见光图像配准[J].光学精密工程,2011,21(9):657-663.

    Nie H B,Hou J Y,Zhao M,et al.Objective evaluation of resolution for low-light-level image intensifier based on dual-model[J].Optics and Precision Engineering,2011,21(9):657-663.(in Chinese)

[11] 穆为磊,高建民,陈富民,等.符合人眼视觉特性的焊缝射线数字图像增强方法[J].西安交通大学学报,2012,46(3):90-93.

    Mu W L,GaoJ M,Chen F M,et al.Weld radiographic image enhancement conforming to human visual system[J].Journal of Xi'an Jiao tong University,2012,46(3):90-93.(in Chinese)

[12] Chen S D,Ramli A R.Minimum mean brightness error bi-histogram equalization in contrast enhancement[J].IEEE Transactions on Consumer Electronics,2003,49(4):1310-1319.

[13] 宋磊,郑宝忠,张莹,等.一种基于高斯混合模型的改进EM算法研究[J].应用光学,2013,34(6):985-989.

    Song L,Zheng B Z,Zhang Y,et al.Advanced EM algorithm based on Gaussian mixture model[J].Journal of Applied Optics,2013,34(6):985-989.(in Chinese)

[14] Figueiredo M,Jain A.Unsupervised learning of finite mixture models[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2002,24(3):381-396.

[15] 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,2012,18(6):1382-1388.

    Han X Z,Zhao J.Enhancement of image texture and contrast combined with partial differential equation[J].Optics and Precision Engineering,2012,18(6):1382-1388.(in Chinese)

[16] Menotti D,Najman L,Facon J,et al.Multi-histogram equalization methods for contrast enhancement and brightness preserving[J].IEEE Transactions on Consumer Electronics,2007,53(3):1186-1194.

[17] 谢凤英,赵丹培.Visual C++数字图像处理[M].北京:电子工业出版社,2008.

    Xie F Y,Zhao D P.Visual C++ Digital Image Processing[M].Beijing:Publishing House of Electronics Industry,2008.(in Chinese)

陈莹, 朱明, 刘剑, 李兆泽. 高斯混合模型自适应微光图像增强[J]. 液晶与显示, 2015, 30(2): 300. CHEN Ying, ZHU Ming, LIU Jian, LI Zhao-ze. Automatic low light level image enhancement using Gaussian mixture modeling[J]. Chinese Journal of Liquid Crystals and Displays, 2015, 30(2): 300.

本文已被 6 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!