DocumentCode
1376510
Title
A concealment method for shape information in MPEG-4 coded video sequences
Author
Shirani, Shahram ; Erol, Berna ; Kossentini, Faouzi
Author_Institution
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, Ont., Canada
Volume
2
Issue
3
fYear
2000
fDate
9/1/2000 12:00:00 AM
Firstpage
185
Lastpage
190
Abstract
We propose a new method for error concealment of shape information in MPEG-4 video bit streams that are transmitted over error prone channels. The proposed method employs a MAP estimator with a Markov random field (MRF) as the image a priori model. The MRF is designed for binary shape information and its parameters are adapted based on the information of neighboring blocks. Our experimental results show that the proposed concealment method restores missing shape blocks with high accuracy. Compared to the median filtering method, our method restores 20% more missing shape data, with a much greater subjective improvement. The proposed algorithm requires a relatively small number of integer multiplications and additions and simple logic operations, making it suitable for real-time implementations
Keywords
Markov processes; fault tolerance; image restoration; multimedia communication; real-time systems; video coding; MAP estimator; MPEG-4 coded video sequences; MRF; Markov random fields; a priori model; additions; binary shape information; concealment method; error concealment; error prone channels; error resilience coding; integer multiplications; median filtering method; missing shape data; neighboring blocks; real-time implementations; shape information; video bit streams; Filtering; ISO standards; Image restoration; MPEG 4 Standard; Markov random fields; Resilience; Shape; Streaming media; Video compression; Video sequences;
fLanguage
English
Journal_Title
Multimedia, IEEE Transactions on
Publisher
ieee
ISSN
1520-9210
Type
jour
DOI
10.1109/6046.865483
Filename
865483
Link To Document