Title :
Robust significance-linked connected component analysis for low complexity progressive image transmission over noisy channels
Author :
Vass, Jozsef ; Zhuang, Xinhua
Author_Institution :
Dept. of Comput. Eng. & Comput. Sci., Missouri Univ., Columbia, MO, USA
fDate :
6/21/1905 12:00:00 AM
Abstract :
A highly robust channel coding scheme to be seamlessly integrated into our previously developed high performance wavelet based significance-linked connected component analysis (SLCCA) image coding technique is proposed. The SLCCA source coding algorithm is slightly modified to enable synchronization after each bit-plane. Thus even after uncorrectable errors, the decoding can be continued at the next refinement level. An unequal error protection scheme is also developed by using Reed-Solomon codes. The proposed scheme outperforms P.G. Sherwood and K. Zeger´s technique (1997; 1998) by 0.66 dB on average for the “Lena” image in peak signal-to-noise ratio. Furthermore, the proposed codec has very low computational complexity, well applicable for the power constrained mobile scenario
Keywords :
Reed-Solomon codes; codecs; combined source-channel coding; computational complexity; decoding; image coding; synchronisation; visual communication; wavelet transforms; Lena image; Reed-Solomon codes; SLCCA image coding technique; SLCCA source coding algorithm; bit-plane; channel coding scheme; codec; computational complexity; decoding; highly robust scheme; low complexity progressive image transmission; noisy channels; peak signal-to-noise ratio; power constrained mobile scenario; refinement level; robust significance-linked connected component analysis; synchronization; uncorrectable errors; unequal error protection scheme; wavelet based significance-linked connected component analysis; Channel coding; Decoding; Error correction codes; Image analysis; Image coding; Performance analysis; Reed-Solomon codes; Robustness; Source coding; Wavelet analysis;
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
DOI :
10.1109/ICIP.1999.821640