DocumentCode :
1538042
Title :
Fuzzy-controlled perceptual coding of videophone sequences
Author :
Leone, A. ; Bellini, A. ; Guerrieri, R.
Author_Institution :
Dipartimento di Elettronica, Inf. e Sistemistica, Bologna Univ., Italy
Volume :
5
Issue :
2
fYear :
1997
fDate :
5/1/1997 12:00:00 AM
Firstpage :
294
Lastpage :
303
Abstract :
This paper describes a fuzzy quality-controller for video coding systems based on the H.261 recommendation. The picture quality is tuned by a classification of the blocks of each frame of the sequence based on a simplified model of the human visual system. The quantization parameter is evaluated according to this classification making more relevant parts be coded with finer details at the expense of less significant regions. The system is based on a restricted number of fuzzy rules and can be easily reconfigured if a different classification criterion must be adopted. The subjective quality of coded sequences is better than the one obtained by the reference model at the cost of higher computational tasks
Keywords :
data compression; fuzzy set theory; image sequences; quantisation (signal); video coding; videotelephony; H.261 video coder; fuzzy quality-controller; fuzzy rules; image sequence; perceptual coding; picture quality; quantization; video coding; videophone sequences; Decoding; Fuzzy systems; Humans; ISDN; Image coding; Image storage; Propagation losses; Pulse modulation; Quantization; Video compression;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/91.580802
Filename :
580802
Link To Document :
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