DocumentCode :
318239
Title :
An efficient boundary encoding scheme which is optimal in the rate distortion sense
Author :
Meier, Fabian W. ; Schuster, Guido M. ; Katsaggelos, Aggelos K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northwestern Univ., Evanston, IL, USA
Volume :
2
fYear :
1997
fDate :
26-29 Oct 1997
Firstpage :
9
Abstract :
A major problem in object oriented video coding is the efficient encoding of the shape information of arbitrarily shaped objects. Efficient shape coding schemes are also needed in encoding the shape information of video object planes (VOP) in the MPEG-4 standard. In this paper, we present an efficient method for the lossy encoding of object shapes which are given as 8-connect chain codes (Meier et al., 1997). We approximate the object shape by a second order B-spline curve and consider the problem of finding the curve with the lowest bit rate for a given distortion. The presented scheme is optimal, efficient and offers complete control over the trade-off between bit-rate and distortion. We present results with the proposed scheme using objects shapes of different sizes
Keywords :
image recognition; object-oriented methods; rate distortion theory; splines (mathematics); telecommunication standards; video coding; 8-connect chain codes; MPEG-4 standard; arbitrarily shaped objects; bit rate; boundary encoding scheme; control; distortion; lossy encoding; object oriented video coding; object shapes; rate distortion; second order B-spline curve; shape coding; shape information; video object planes; Bit rate; Distortion measurement; Encoding; Loss measurement; MPEG 4 Standard; Optimal control; Rate-distortion; Robot sensing systems; Shape; Shape measurement; Spline; Video coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
Type :
conf
DOI :
10.1109/ICIP.1997.638660
Filename :
638660
Link To Document :
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