数字视频图像传输中基于FPGA的图像去噪方法

Abstract

Abstract:

In shooting range dynamic test, in order to save money and time, it will need a lot of high-speed video image to be transmitted and stored for post-processing. An image denoising method based on FPGA in digital video image transmission system is studied, the FPGA（Field Programmable Gate Array） image filter is designed and the software simulation using Matlab is completed. At last a conclusion is drawn，it is adaptive median filtering method that has more ideal filtering de-noising effects for image information polluted by mix noise.

Key words: field programmable gate array（FPGA）, high-speed video image transmission, image processing, adaptive median filter

CLC Number:

TN911.73

ZHAO Hai-Li, LIU Yan-Xia, CHEN Zhi-Qiang, LI Ke-Qiang. Image Denoising Method Based on FPGA in Digital Video Image Transmission System[J].J4, 2011, 29(6): 600-606.

References

［1］谢水英，韩承江.基于FPGA的视频图像处理系统［C］∥ 2010年电路与信号处理国际会议.上海：IEEE，2010，2：727-730.
XIE Shui-ying.HAN Cheng-jiang. Video Image Processing System Based on FPGA［C］∥ 2010 International Conference on Circuit and Signal Processing.Shanghai：IEEE， 2004:740-744.
［2］AUTOMATED IMAGINGASSOCIATION.Camera Link: Specifications of the Camera Link Interface Standard for Digital Cameras and Frame Grabbers［S/OL］.［2011-09］.http://www.tichawa.de/pdf/cameralink.pdf.
［3］沈伟，王军政，汪首坤. 基于FIFO的高速高精度数据采集技术研究［J］.电子器件,2007，30（5）：1673-1676.
SHEN Wei,WANG Jun-zheng,WANG Shou-kun. Research on High Speed and High Precision Data Acquisition Technology Based on FIFO［J］.Chinese Journal of Electron Devices, 2007，30（5）：1673-1676.
［4］张霞，葛芦生. 自适应中值滤波算法的研究与应用［J］. 微计算机信息，2007，23（2）：217-218.
ZHANG Xia,GE Lu-sheng. A Well Adaptive Median Filtering Algorithm and Its Application［J］. Microcomputer Information,2007，23（2）：217-218.
［5］TELEDYNE DALSA. Pantera TF 1M30 Datasheet.［M/OL］.［2011-09］.http://www.lusterinc.com/UploadFile/assistant/Camera/Dalsa/Falcon/DS-Pantera-TF-1M30.pdf.
［6］李爱玲，张伯珩，边川平. 高速CCD图像采集存储系统的硬件设计［J］.电子器件,2007，30（6）：2145-2147.
LI Ai-ling,ZHANG Bo-heng,BIAN Chuan-ping.Design of High Speed CCD Image Data Acquisition Hardware System［J］.Chinese Journal of Electron Devices, 2007，30（6）：2145-2147.
［7］王冰，靳学明. LVDS 技术及其在多信道高速数据传输中的应用［J］.电子技术应用, 2003(3)：55-56.
WANG Bing,JIN Xue-min. LVDS Technology and Being Applied to the High-Speed Data Transmission of Multi-Channel［J］. Application of Electronic Technique,2003(3)：55-56.
［8］刘树昌，刘鹏，王延海. 大容量高速视频图像传输技术研究［J］. 吉林大学学报:信息科学版,2011，29（1）:21-25.
LIU Shu-chang,LIU Peng,WANG Yan-hai. Research on Large-Capacity High-Speed Video Image Transmission Technology ［J］. Journal of Jilin University:Information Science Edition,2011，29（1）:21-25.
［9］关新平，赵立兴，唐英干. 图像去噪混合滤波方法［J］. 中国图象图形学报, 2005，10（3）：332-337.
GUAN Xin-ping,ZHAO Li-xing,TANG Ying-gan.Mixed Filter for Image Denoising［J］. Journal of Image and Graphics, 2005，10（3）：332-337.
［10］王敏，程京，张帆. 一种改进的自适应中值滤波算法［J］. 微计算机信息，2010，26（4）：109-110.
WANG Min,CHENG Jing,ZHANG Fan. An Improved Method of Adaptive Median Filter［J］. Microcomputer Information,2010，26（4）：109-110.
［11］马向前. 基于FPGA的实时图像采集和去噪系统的研究与设计［D］. 长春：吉林大学通信工程学院，2006.
MA Xiang-qian.The Study and Design of Real Time Image Collection and Denoising System Based on FPGA［D］. Changchun: College of Communication Engineering,Jilin University,2006.
［12］ VLADIMIR I. OVOD, CHIRSTOPHER R,BSXTER. Advanced Image Processing Package for FPGA-Based Re-Programmable Miniature Electronics［C］∥Proc SPIE, Infrared Technology and Applications. Orlando：SPIE，2005，5783-32:743-754.
［13］于大卫，董辉. 基于FPGA的高速FIR数字滤波器设计［J］. 空间电子技术，2008(2)：47-52.
YU Da-wei,DONG Hui. Design of a High Speed FIR Filter Based on FPGA ［J］. Space Electronic Technology,2008(2):47-52.
［14］张旭明，徐滨士，董世运. 自适应中值-加权均值混合滤波器［J］. 光学技术，2004（6）：652-655,659.
ZHANG Xu-ming,XU Bin-shi,DONG Shi-yun. Adaptive Median-Weighted Mean Hybrid Filter［J］. Optical Technique,2004（6）：652-655,659.
［15］王延翔. 基于均值算法的混合噪声图像滤波算法的研究与实现［D］.北京：北京邮电大学信息与通信工程学院，2010.
WANG Yan-xiang. Study and Implementation of Algorithm Based on Mean Filtering for Mixed Noises［D］.Beijing:School of Information and Communication Engineering,
Beijing University of Posts and Telecommunications，2010.

[1]	ＲEN Ｒuizhi，GU Lingjia. Digital Television Principle Experimental Teaching Platform Based on Matlab [J]. Journal of Jilin University(Information Science Ed, 2018, 36(4): 403-408.
[2]	SHANG Weiwei,REN Tonghui . Feature Extraction Method for Gasoline Direct Injection Spray Image [J]. Journal of Jilin University(Information Science Ed, 2017, 35(6): 617-622.
[3]	WANG Haibo. Design of Communication Module for LWD Instrument Based on FPGA [J]. Journal of Jilin University(Information Science Ed, 2017, 35(5): 475-480.
[4]	YE Xin a,WANG Liupu b. Design of Printing Density Detection System Based on ARM [J]. Journal of Jilin University(Information Science Ed, 2016, 34(6): 787-791.
[5]	YANG Xiaoping,HU Yu,ZHANG Kai . Research on Video Mosaicing Technology Based on FPGA [J]. Journal of Jilin University(Information Science Ed, 2016, 34(6): 709-715.
[6]	QIAN Chenghui, WANG Zheng, ZUO Lianrui, LI Chunsheng, LIU Haoming. Design and Research of Anti-Fatigue Driving System Based on Human Eye Recognition [J]. Journal of Jilin University(Information Science Ed, 2016, 34(4): 522-527.
[7]	ZHU Yu1, WANG Lianming1, AI Shuping2. Implementation of Multi-Channel High-Speed Data Acquisition and Storage System Based on Nios II [J]. Journal of Jilin University(Information Science Ed, 2015, 33(6): 632-.
[8]	SHEN Xuanjing, SUN Yu, LI Zhiqiang. Remote Automatic Video Monitoring System Based on Mobile Phones and GSM [J]. Journal of Jilin University(Information Science Ed, 2015, 33(3): 305-309.
[9]	ZHANG Huiyuchen, WANG Xiaoman, LIU Peng, WU Zongqin, YE Linlin, ZHANG Liyuan. Design of 1553B Bus Interface Based on FPGA [J]. Journal of Jilin University(Information Science Ed, 2015, 33(2): 125-132.
[10]	ZHOU Dayong, LIU Peng, LIU Shuchang, SUN Fenglei, LIU Chong, LI Chao. Design and Application of High-Precision Time Synchronous Device Based on BD2/GPS [J]. Journal of Jilin University(Information Science Ed, 2014, 32(3): 262-266.
[11]	LIU Zhe, TAN Zhen-jiang, WANG Hong-jun. Clustering Algorithm Based on Normalized B-Spline Density Model [J]. Journal of Jilin University(Information Science Ed, 2013, 31(5): 522-527.
[12]	LI Xu-dong, LIAO Zhong-hao, MENG Jiao. Intelligent Vehicle Control System Design and Realization Based on CMOS Camera [J]. Journal of Jilin University(Information Science Ed, 2013, 31(4): 414-418.
[13]	XIANG Li-ling, LIU Zhi, QI Ji, YANG Yang. Method of Video Image De-Noising Based on Mixed Filter [J]. Journal of Jilin University(Information Science Ed, 2013, 31(3): 266-271.
[14]	DAI Shou-gang, GAN Mang, SONG Zhan-wei. CAN-Bus Fault Analyzer Based on FPGA [J]. J4, 2012, 30(5): 503-.
[15]	DONG Ya-ze, WANG Shun. Design and Research of High Speed Digital Image Acquisition and Display System [J]. J4, 2011, 29(6): 542-548.

Image Denoising Method Based on FPGA in Digital Video Image Transmission System

Like

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Metrics

Comments

Recommended 0