Design of median filtering system based on FPGA for large windows

被引:0
作者
Yang, Kang [1 ]
Wei, Min [1 ]
Sun, Lei [1 ]
机构
[1] Anhui Univ, Sch Elect Engn & Automat, Hefei, Anhui, Peoples R China
来源
PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018) | 2018年
关键词
Merge insertion sorting; fast median filter; comparison times; FPGA; real-time; REMOVAL;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Aiming at the problem of high denoising performance and fast processing speed in the digital image noise suppression process, based on the conventional median filtering algorithm, a scheme for implementing a 5x5 fast median filter using the merged insertion sorting algorithm is proposed. Reduced the number of times to obtain the median value and improve the image processing speed. The algorithm's hardware design was successfully completed in Altera's Quartus II software development environment. Compared with conventional algorithms, the scheme is simple and easy to operate, fast in calculation speed, and can meet the requirements of real-time performance. It is easy to implement on FPGA and provides eliable technical support for the field of image denoising with high real-time requirements.
引用
收藏
页码:78 / 82
页数:5
相关论文
共 10 条
[1]  
[Anonymous], IOSR J VLSI SIGN PRO
[2]  
[Anonymous], 2009, DIGITAL IMAGE PROCES
[3]   Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization [J].
Chan, RH ;
Ho, CW ;
Nikolova, M .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (10) :1479-1485
[4]   A new directional weighted median filter for removal of random-valued impulse noise [J].
Dong, Yiqiu ;
Xu, Shufang .
IEEE SIGNAL PROCESSING LETTERS, 2007, 14 (03) :193-196
[5]   Removal of High Density Salt and Pepper Noise Through Modified Decision Based Unsymmetric Trimmed Median Filter [J].
Esakkirajan, S. ;
Veerakumar, T. ;
Subramanyam, Adabala N. ;
PremChand, C. H. .
IEEE SIGNAL PROCESSING LETTERS, 2011, 18 (05) :287-290
[6]   ADAPTIVE MEDIAN FILTERS - NEW ALGORITHMS AND RESULTS [J].
HWANG, H ;
HADDAD, RA .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1995, 4 (04) :499-502
[7]  
Kolte Priyadarshan, 1999, INT C COMP DES ICCD, P384
[8]  
Murthy YN, 2013, International Journal on Computer Science and Engineering, V5, P113
[9]   Universal impulse noise filter based on genetic programming [J].
Petrovic, Nemanja I. ;
Crnojevic, Vladimir .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, 17 (07) :1109-1120
[10]   A new impulse detector for switching median filters [J].
Zhang, SQ ;
Karim, MA .
IEEE SIGNAL PROCESSING LETTERS, 2002, 9 (11) :360-363