Title :
Extended dynamic texture prediction for H.264/AVC inter coding
Author :
Stojanovic, Aleksandar ; Kosse, Philipp
Author_Institution :
Inst. fur Nachrichtentechnik, RWTH Aachen Univ., Aachen, Germany
Abstract :
This paper proposes an extension to an existing H.264/AVC encoder that improves the coding performance for sequences containing dynamic textures. Dynamic textures are video sequences with moving texture showing some stationarity properties over time, e.g. water surfaces, whirlwind, clouds, or crowds. By learning the temporal statistics of such content, corresponding areas in future frames can be synthesized. The encoder decides whether to use the synthesized content. The extension to this existing framework is twofold. First, we introduce another synthesis algorithm providing different content. Second, we present an additional macroblock mode which allows a very efficient signaling to the decoder to use the synthesized content. Simulation results show that a bitrate reduction of up to 30% over H.264/AVC at equal PSNR is achieved.
Keywords :
image coding; image sequences; image texture; prediction theory; H.264/AVC inter coding; coding performance; encoder; extended dynamic texture prediction; synthesis algorithm; video sequence; Algorithm design and analysis; Automatic voltage control; Bit rate; Decoding; Heuristic algorithms; Prediction algorithms; Video coding; Dynamic textures; H.264/AVC video coding; Inter frame prediction; System identification;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5651123