Title :
Rate-distortion-efficient video compression using a 3-D head model
Author :
Eisert, Peter ; Wiegand, Thomas ; Girod, Bernd
Author_Institution :
Telecommun. Lab., Erlangen-Nurnberg Univ., Germany
Abstract :
In this paper we combine model-based video synthesis with block-based motion-compensated prediction (MCP). Two frames utilized for prediction where one frame is the previous decoded one and the other frame is provided by a model-based coder. The approach is integrated into an H.263-based video codec. Rate-distortion optimization is employed for the coding control. Hence, the coding efficiency does not decrease below H.263 even if the model based coder cannot describe the current scene. On the other hand, if the objects in the scene correspond to the model-based coder, significant gains in coding efficiency can be obtained compared to TMN-10, the test model of the H.263 standard. This is verified by experiments with natural head-and-shoulder sequences. Bit-rate savings of about 35% are achieved at equal average PSNR. When encoding at equal bit-rate, significant improvements in terms of subjective quality are visible
Keywords :
data compression; video coding; 3D head model; H.263-based video codec; block-based motion-compensated prediction; model-based coder; model-based video synthesis; natural head-and-shoulder sequences; rate-distortion optimization; rate-distortion-efficient video compression; Code standards; Decoding; Encoding; Layout; PSNR; Predictive models; Rate-distortion; Testing; Video codecs; Video compression;
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
DOI :
10.1109/ICIP.1999.819582