Title :
Error resilient arithmetic coding for wireless robust image transmission
Author :
Sun, Yipeng ; Pei, Yukui ; Xu, Mai ; Lu, Jianhua
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
Compressed multimedia data is highly vulnerable to error propagation in noisy channel and even a single bit error can cause severe image distortion. To improve the reliability of image transmission, in this paper we propose a practical JPEG2000 based error resilient arithmetic coding (ERAC) scheme for wireless robust image transmission. Forbidden symbols are added at the encoder side and an efficient MAP sequence decoding method of ERAC is developed to estimate the original symbols. Furthermore, the error resilient performance of ERAC is intensively discussed. The entire scheme is designed and optimized on a fixed point DSP, which has already been successfully applicable to robust image transmission under complexity consideration. The experimental results demonstrate the effectiveness of our proposed scheme in improving the end-to-end reconstructed image quality 3 to 5 dB in PSNR at the expense of less than 5% redundancy.
Keywords :
arithmetic codes; data compression; image coding; image reconstruction; maximum likelihood decoding; multimedia communication; radiocommunication; telecommunication network reliability; visual communication; JPEG2000-based ERAC scheme; MAP sequence decoding method; compressed multimedia data; end-to-end reconstructed image quality; error propagation; error resilient arithmetic coding; fixed point DSP; image distortion; image transmission reliability; noisy channel; wireless robust image transmission; Decoding; Digital signal processing; Encoding; Image communication; PSNR; Transform coding; Wireless communication;
Conference_Titel :
Wireless Communications and Signal Processing (WCSP), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4577-1009-4
Electronic_ISBN :
978-1-4577-1008-7
DOI :
10.1109/WCSP.2011.6096686