DocumentCode :
2723213
Title :
Real BCH codes as joint source channel codes for satellite images coding
Author :
Gabay, Abraham ; Duhamel, Pierre ; Rioul, Olivier
Author_Institution :
Dept. Traitement du Signal et des Images, Ecole Nat. Superieure des Telecommun., Paris, France
Volume :
2
fYear :
2000
fDate :
2000
Firstpage :
820
Abstract :
In this paper, a Bose-Chaudhuri-Hocquenghem (BCH) coder in the field of the real numbers is investigated for simultaneous source coding and impulse noise cancellation of satellite images. Our channel is a binary symmetric channel (BSC). Our approach is to make a carefully designed interpolation of the subband images prior to quantization and transmission. Compared to a classical tandem source and channel coding (TSC) scheme, in which a binary BCH coder would take place after quantization, our approach makes use of BCH coding prior to quantization, thus, allowing joint source and channel decoding. We also examine the issue of robust transmission of wavelet compressed images through the noisy channel: simulations show that we obtain a 3.7 dB improvement in PSNR over the classical entropy coder for a global rate of 3.25 transmitted bits per pixel and small BSC crossover probability
Keywords :
BCH codes; combined source-channel coding; decoding; image coding; impulse noise; interference suppression; interpolation; remote sensing; satellite telemetry; transform coding; wavelet transforms; Bose-Chaudhuri-Hocquenghem coder; binary symmetric channel; decoding; impulse noise cancellation; interpolation; joint source channel codes; noisy channel; real BCH codes; satellite images coding; subband images; wavelet compressed images; Channel coding; Decoding; Image coding; Interpolation; Noise cancellation; PSNR; Quantization; Robustness; Satellites; Source coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference, 2000. GLOBECOM '00. IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-6451-1
Type :
conf
DOI :
10.1109/GLOCOM.2000.891253
Filename :
891253
Link To Document :
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