Title :
A novel fixed bit plane error resilient image coding for wireless multimedia transmission
Author :
Wei, Hung-Kuo ; Lee, Yew-San ; Shih, Yen-Hsu ; Lee, Chen-Yi
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
The variable length code (VLC) is the most popular technique used in DCT-based image compression standards such as JPEG, MPEG and H.26x. Unfortunately it is highly sensitive to channel noise. For wireless multimedia transmission, any error bit will cause serious error propagation and result in large image quality degradation. Moreover, it usually has no retransmission for real time applications. As a result, a high error resilient image coding scheme is important for wireless applications. We propose a novel DCT-based fixed bit plane error resilient image coding (FBP-ERIC) scheme, which can minimize the error propagation effect with low redundancy. The complexity is much less than conventional coding schemes. In addition, it has a high accurate error detection capability for performing error concealment. Even at a 0.1% bit-error-rate, 46.5% of erroneous blocks can be accurately detected. Hence, the high image quality (PSNR=32.06 dB) can be obtained by applying a simple error compensation mechanism.
Keywords :
code standards; data compression; discrete cosine transforms; error detection; error statistics; image coding; image reconstruction; multimedia communication; telecommunication standards; transform coding; variable length codes; visual communication; BER; DCT-based image coding; DCT-based image compression standards; FBP-ERIC coding; H.26x; JPEG; MPEG; PSNR; bit error rate; channel noise; error compensation; error concealment; error detection; error propagation; error resilient image coding; fixed bit plane image coding; image quality; image quality degradation; reconstructed image quality; variable length code; wireless multimedia transmission; Bit error rate; Decoding; Degradation; Discrete cosine transforms; Image coding; Image quality; Redundancy; Resilience; Transform coding; Wireless sensor networks;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1039033