A comparative Study of Different Multi-spectral Images Compression Methods

被引:0
作者
Falila, S. R. [1 ]
El-Rabaie, S. [1 ]
Diab, S. [1 ]
Abbas, A. M. [1 ]
Tobal, A. M. [1 ]
Hamzawi, R. [1 ]
Abd El-Samie, F. E. [1 ]
机构
[1] Menoufia Univ, Elect & Elect Commun Dept, Fac Elect Engn, Menoufia 32952, Egypt
来源
PROCEEDINGS OF THE 2013 SECOND INTERNATIONAL JAPAN-EGYPT CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND COMPUTERS (JEC-ECC) | 2013年
关键词
Multispectral images; JPEG; JPEG2000; SPIHT; OFDM; PSNR;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper a comparative study between different traditional techniques of multispectral image compression such as JPEG(which depends on discrete cosine transform (DCT)), JPEG2000 (which depends on discrete wavelet transform(DWT)), SPIHT and a proposed technique which depends on making modifications on SPIHT algorithm is presented. In The modified SPIHT algorithm the value of the current pixel in the current band is predicted by the best JPEG predictor on the previously encoded band after that, the difference between the actual value and the predicted value is encoded by a SPHIT algorithm. Experimental results show that the modified SPIHT algorithm has better performance in PSNR than JPEG, JPEG2000, and SPIHT for multispectral image compression and transmission over OFDM communication system.
引用
收藏
页码:182 / 189
页数:8
相关论文
共 18 条
[1]  
Aiazzi B, 1996, INT GEOSCI REMOTE SE, P460, DOI 10.1109/IGARSS.1996.516373
[2]  
[Anonymous], COMP STUDY EVALUTION
[3]  
[Anonymous], 24 AS C SIGN SYST CO
[4]  
Baker R. L., 1988, Proceedings of the SPIE - The International Society for Optical Engineering, V974, P255, DOI 10.1117/12.948466
[5]  
Chang R. W., 1970, US Patent, Patent No. [3488445, 3,488,445]
[7]   SPIHT image compression on FPGAs [J].
Fry, TW ;
Hauck, SA .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2005, 15 (09) :1138-1147
[8]   FEATURE PREDICTIVE VECTOR QUANTIZATION OF MULTISPECTRAL IMAGES [J].
GUPTA, S ;
GERSHO, A .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1992, 30 (03) :491-501
[9]   Robust channel estimation for OFDM systems with rapid dispersive fading channels [J].
Li, Y ;
Cimini, LJ ;
Sollenberger, NR .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1998, 46 (07) :902-915
[10]   A new, fast, and efficient image codec based on set partitioning in hierarchical trees [J].
Said, A ;
Pearlman, WA .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1996, 6 (03) :243-250