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