Title :
Joint source and channel coding for Internet image transmission
Author :
Davis, Geofrey M. ; Danskin, John M. ; Song, Xiyong
Author_Institution :
Dartmouth Coll., Hanover, NH, USA
Abstract :
Images are usually transmitted across the Internet using a lossless protocol such as TCP/IP. Lossless protocols require retransmission of lost packets, which substantially increases transmission time. We introduce a fast lossy Internet image transmission scheme (FLIIT) for compressed images which uses forward error correction to eliminate retransmission delays. FLIIT couples an embedded quantization scheme with optimized shielding of important portions of the image. We describe a joint source and channel coding algorithm for images that minimizes the expected distortion resulting both from network packet losses and from inexact quantization of transform coefficients. The algorithm adaptively allocates quantizer resolution bits and redundancy bits to image subbands to control quantization errors and expected packet transmission losses. Our packet loss model incorporates the effects of burst losses using a Markov packet loss model with empirically derived parameters. Our preliminary results show a dramatic reduction in the amount of forward error correction needed to achieve a given expected fidelity as compared to a fixed-rate channel coding scheme
Keywords :
Internet; Markov processes; adaptive signal processing; channel coding; forward error correction; image coding; packet switching; source coding; transform coding; transport protocols; visual communication; Markov packet loss model; TCP/IP; adaptive algorithm; burst losses; compressed images; distortion; embedded quantization; fast lossy Internet image transmission; forward error correction; image coding; joint source-channel coding; lossless protocols; network packet losses; optimized image shielding; packet transmission losses; quantization error control; quantizer redundancy bits; quantizer resolution bits; retransmission delay; transform coefficient; transmission time; Channel coding; Delay; Forward error correction; Image coding; Image communication; Internet; Propagation losses; Protocols; Quantization; TCPIP;
Conference_Titel :
Image Processing, 1996. Proceedings., International Conference on
Conference_Location :
Lausanne
Print_ISBN :
0-7803-3259-8
DOI :
10.1109/ICIP.1996.559423