DocumentCode :
1088583
Title :
Efficient Coding of Shape and Transparency for Video Objects
Author :
Aghito, Shankar Manuel ; Forchhammer, Søren
Author_Institution :
Tech. Univ. of Denmark, Lyngby
Volume :
16
Issue :
9
fYear :
2007
Firstpage :
2234
Lastpage :
2244
Abstract :
A novel scheme for coding gray-level alpha planes in object-based video is presented. Gray-level alpha planes convey the shape and the transparency information, which are required for smooth composition of video objects. The algorithm proposed is based on the segmentation of the alpha plane in three layers: binary shape layer, opaque layer, and intermediate layer. Thus, the latter two layers replace the single transparency layer of MPEG-4 Part 2. Different encoding schemes are specifically designed for each layer, utilizing cross-layer correlations to reduce the bit rate. First, the binary shape layer is processed by a novel video shape coder. In intra mode, the DSLSC binary image coder presented in is used. This is extended here with an intermode utilizing temporal redundancies in shape image sequences. Then the opaque layer is compressed by a newly designed scheme which models the strong correlation with the binary shape layer by morphological erosion operations. Finally, three solutions are proposed for coding the intermediate layer. The knowledge of the two previously encoded layers is utilized in order to increase compression efficiency. Experimental results are reported demonstrating that the proposed techniques provide substantial bit rate savings coding shape and transparency when compared to the tools adopted in MPEG-4 Part 2.
Keywords :
image segmentation; image sequences; video coding; MPEG-4 transparency layer; alpha plane segmentation; binary image coder; binary shape layer; bit rate reduction; cross-layer correlation; encoding scheme; gray-level alpha planes coding; morphological erosion operation; object-based video; shape image sequence; video object coding; video object smooth composition; video shape coder; Bit rate; Computer aided engineering; Encoding; Image coding; Image sequences; Layout; MPEG 4 Standard; Optimization methods; Shape; Video compression; Alpha plane; MPEG-4; object-based video; shape coding; transparency coding; Algorithms; Artificial Intelligence; Computer Graphics; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Video Recording;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/TIP.2007.903902
Filename :
4286982
Link To Document :
بازگشت