期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

目标检测中的快速中值滤波法 被引量：22

Fast median filtering algorithm in target detection
下载PDF
导出
摘要 在简要描述条带式CCD(ChargeCoupledDevice)弹道相机测试系统中的计算机软件处理子系统的基础上,针对在图像处理过程中,中值滤波排序工作量多、速度慢、非实时性的缺点,提出了一种快速中值滤波法。其主要特点是充分利用相邻两个中值滤波窗口内信号数据的相关性,通过移出和移入一列像素,而保留其左边界和上边界窗口内的排序信息;仅对新移入的像素进行排序的方法,完成中值滤波处理。使传统算法的复杂度由O(D4)下降到O(D2),大大提高了运算速度。将此方法应用到测试系统中,取得了很好的效果,实现了系统实时性要求。 The software processing subsystem of the CCD(Charge Coupled Device) ballistic camera detection system is studied. In order to solve the problem that the speed of median filtering is slow because of a lot of sorting, a new algorithm of median filtering based on coherence of data adjacent windows is proposed in image processing course. It completes the median filter processing by arranging only the added column of pixels while the rest of the arranged pixels remain unchanged when one column of pixels is deleted and another column added. The new algorithm can reduce the complexity of traditional median filtering algorithm from O(D^4) to O(D^2). Its result of application in detection system turns out to be satisfactory. It realizes the real-time need of the system.
作者 刘立宏 胡可刚 刘立欣
机构地区 吉林大学通信工程学院 长春理工大学光电工程学院
出处 《吉林大学学报（信息科学版）》 CAS 2004年第3期232-235,共4页 Journal of Jilin University（Information Science Edition）
基金 吉林大学创新基金资助项目(2003CX0520)
关键词 CCD弹道相机 图像处理 中值滤波 二值化 CCD ballistic camera image processing median filtering binarization　
分类号 TN911.73 [电子电信—通信与信息系统]
  • 相关文献

参考文献10

  • 1PARK SANGSIK,UH HYUNGSOO,CHOI SEOKRIM.A high-sensitivity CCD image sensor using source follower circuit with actively controlled gain characteristics [J].Sensors and Actuators A:Physical,2002,101(1,2):10-13.
  • 2VIERO TIMO,OISTAMO KAl,NEUVO YRJO.Three-dimensional median-related filted filters for color image sequence filtering [J].IEEE Transactions on Circuits and Systems for Video Technology,1994,4(2):129-142.
  • 3MERINO LUIS,OLLERO ANIBAL.Computer vision techniques for fire monitoring using aerial images [J].IECON Proceedings(Industrial Electronics Conference),2002,(3):2 214-2 218.
  • 4CHEN T,WU H R.Application of partition-based median type filters for suppressing noise in images [J].IEEE Transactions on Image Processing,2001,10(6):829-836.
  • 5BENKRID KHALED,CROOKES DANNY.New bit-level algorithm for general purpose median filtering [J].Journal of Electronic Imaging,2003,12(2):263-269.
  • 6SONG Jian-xin(Information Engineering Department, Nanjing University of Posts & Telecommunications, Nanjing 210003, P.R. China).Control of Perceptual Image Quality Based on PID for Streaming Video[J].The Journal of China Universities of Posts and Telecommunications,2003,10(4):82-89. 被引量：4
  • 7GREENBERG SHLOMO,ALAJEM MAYER,KOGAN DANIEL.Fingerprint image enhancement using filtering techniques [J].Real-time Imaging,2002,8(3):227-236.
  • 8SHIMIZU ATSUSHI,CHANG Shih-fu.Image object extraction using a genetic programming-based object model [J].Proceeding of SPIE-The International Society for Optical Engineering,2000,3 974:452-461.
  • 9李忠海.图像直方图局部极值算法及其在边界检测中的应用[J].吉林大学学报（信息科学版）,2003,21(S1):89-91. 被引量：5
  • 10李钰,沙胜贤,李玉峰.中心加权次序统计滤波器的快速算法[J].吉林大学学报（信息科学版）,2003,21(S1):25-28. 被引量：1

二级参考文献16

  • 1WU D, HOU Y T, ZHING Y Q. Transport real-time video over the Internet : challenges and approach[J].Proc IEEE, 2000, 88(12): 1855 - 1877.
  • 2SONG Jian-xin, BI Hou-jie. Perceptual Quality Metric for Compressed Video[A]. ICCT'98, Vol 1 [C]. Beijing: Publishing House of Constr Mater, 1998. S16-02-1 - S16-02-5.
  • 3ESKICIOGLU A M, FISHER P. Image quality measures and their performance[J]. IEEE Trans on Commun, 1995, 43(12):2959 - 2965.
  • 4ZHU B, TEWFIK A H, GREEK O N. Image coding with mixed representations and visual masking [C].ICASSP'95, Vol 4[A]. New York: IEEE, 1995.2327- 2330.
  • 5MACQ B, MATTAVELLI M, Van CALSTER O, et al. Image visual quality restoration by cancellation of the unmasked noise [ A]. ICASSP'94, Vol 5 [ C]. New York: IEEE, 1994. V53-V56.
  • 6TAN W J, STELMACH L, WANG L, et al. Visual masking at video scene cuts[A]. Proc SPIE-Int Soc Opt Eng, Vol 2411 [C]. USA: SPIE-Int Soc Opt Eng, 1995.111 - 119.
  • 7TEO P C, HEEGER D J. Perceptual Image Distortion[A]. Proc ICIP-94, Vol 2[C]. Los Alamitos, CA:IEEE Comput Soc, 1994. 982- 986.
  • 8TRAN T D, SAFRANEK R. A locally adaptive perceptual masking threshold model for image coding[A].ICASSP'96, Vol 4[C]. New York: IEEE, 1996. 1882- 1885.
  • 9WESTEN S J P, LAGENDIJK R L, BIEMOND J.Perceptual image quality based on a multiple channel HVS model[A]. ICASSP'95, Vol 4[C]. New York:IEEE, 1995. 2351 - 2354.
  • 10ISO/IEC 14492-2:2001(E). Information Technology-Coding of Audio-Visual Objects-Part 2 : Visual[S].

共引文献7

同被引文献188

引证文献22

二级引证文献107

吉林大学学报（信息科学版）
2004年 第3期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部