DocumentCode :
147534
Title :
New results on radiography image transmission with unequal error protection using protograph double LDPC codes
Author :
Liangliang Xu ; Lin Wang ; Shaohua Hong ; Huihui Wu
Author_Institution :
Dept. of Commun. Eng., Xiamen Univ., Xiamen, China
fYear :
2014
fDate :
2-4 April 2014
Firstpage :
1
Lastpage :
4
Abstract :
In this paper, we propose a new joint source-channel coding (JSCC) system with unequal error protection (UEP) constructed from protograph low-density parity-check (P-LDPC) codes for medical image transmission over additive white Gaussian noise (AWGN) channel to minimize the end to end image distortion. In order to make the P-LDPC codes suitable for the image transmission with UEP system, we combine two Tanner graphs, one of which is derived by protograph. A typical radiography image and other two gray-scale images are applied in our simulation. And we compare the peak signal-to-ratio (PSNR) performance of our codes with a previous work on UEP using P-LDPC codes and some other UEP schemes based on LDPC codes and Turbo codes. Simulation results indicate that the proposed scheme can apparently increase the PSNR value of the received images and reconstruct the transmitted images completely and correctly even at a very low signal-to-noise ratio (SNR). In addition, the proposed scheme can reduce the complexity of the image transmission model of our previous work and is superior than other UEP schemes with 0.5-2.5 dB increase in SNR.
Keywords :
AWGN channels; combined source-channel coding; diagnostic radiography; image denoising; image reconstruction; medical image processing; parity check codes; turbo codes; AWGN channel; Tanner graphs; Turbo codes; additive white Gaussian noise channel; gray-scale images; image distortion; image reconstruction; image transmission model; joint source-channel coding system; medical image transmission; peak signal-to-ratio performance; protograph double LDPC codes; protograph low-density parity-check codes; radiography image transmission; received images; unequal error protection; very low signal-to-noise ratio; Complexity theory; Discrete cosine transforms; Error correction codes; Image communication; PSNR; Parity check codes; Protograph LDPC (P-LDPC); Radiography image; Unequal error protection (UEP);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Medical Information and Communication Technology (ISMICT), 2014 8th International Symposium on
Conference_Location :
Firenze
Type :
conf
DOI :
10.1109/ISMICT.2014.6825204
Filename :
6825204
Link To Document :
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