FUZZY-CONTROLLED PERCEPTUAL CODING OF VIDEOPHONE SEQUENCES

Citation
A. Leone et al., FUZZY-CONTROLLED PERCEPTUAL CODING OF VIDEOPHONE SEQUENCES, IEEE transactions on fuzzy systems, 5(2), 1997, pp. 294-303
Citations number
16
Categorie Soggetti
Computer Sciences, Special Topics","System Science","Computer Science Artificial Intelligence","Engineering, Eletrical & Electronic
ISSN journal
10636706
Volume
5
Issue
2
Year of publication
1997
Pages
294 - 303
Database
ISI
SICI code
1063-6706(1997)5:2<294:FPCOVS>2.0.ZU;2-U
Abstract
This paper describes a fuzzy quality-controller for video coding syste ms 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 parame ter 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 mu st be adopted, The subjective quality of coded sequences is better tha n the one obtained by the reference model at the cost of higher comput ational tasks.