DocumentCode :
1173095
Title :
Noise reduction and concealment for block encoded images
Author :
Kuo, Chung K. ; Lin, Chien H. ; Leu, Jiunn H.
Author_Institution :
Dept. of Electr. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
Volume :
40
Issue :
3
fYear :
1994
fDate :
8/1/1994 12:00:00 AM
Firstpage :
514
Lastpage :
520
Abstract :
A simple scheme to detect the presence of the channel noise on the vector quantized images are proposed. The channel noise effect is removed or concealed by utilizing the continuity of the image signal and the availability of the complete codebook at the receiver. Several coding techniques (such as channel-optimized vector quantization and vector quantization with pseudo-Gray coding) are tested. It is found that the proposed technique always improves the image quality under noisy channel. In addition, it provides the best image quality when vector quantization with pseudo-Gray coding is used as the coding technique. Under this scheme, the proposed technique provides 0.2-1.2 dB performance gain (in average) for a binary symmetric channel with bit error rate 0.1-1%, respectively
Keywords :
block codes; coding errors; error detection codes; error statistics; image coding; vector quantisation; binary symmetric channel; bit error rate; block encoded images; channel noise; channel-optimized vector quantization; codebook; image quality; image signal continuity; noise concealment; noise reduction; performance gain; pseudo-Gray coding; receiver; vector quantized images; Bit error rate; Bit rate; Channel coding; Error correction; Image coding; Image quality; Noise reduction; Performance gain; Testing; Vector quantization;
fLanguage :
English
Journal_Title :
Consumer Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0098-3063
Type :
jour
DOI :
10.1109/30.320836
Filename :
320836
Link To Document :
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