Title :
Wyner-Ziv video coding with improved motion field using bicubic interpolation
Author :
Widyantara, I. Made Oka ; Wirawan ; Hendrantoro, Gamantyo
Author_Institution :
Dept. of Electr. Eng., Univ. Udayana, Denpasar Bali, Indonesia
Abstract :
Wyner-Ziv video coding is a new paradigm in video coding based on Slepian-Wolf and Wyner-Ziv theorem. Not like standard video codec, Wyner-Ziv video coding estimates motion in decoder in order to simplify encoder. Among many motion estimation methods that already applied, Expectation-Maximization algorithm is the most effective one. This motion estimation algorithm is block based, where all pixels within blocks share common motion probability distribution which leads to less effective side information generation. This paper proposes method to improve motion field into pixel precision using Bicubic interpolation. The proposed method reduces decoding complexity significantly compared to existing WZVC codec with similar RD performance.
Keywords :
expectation-maximisation algorithm; interpolation; motion estimation; probability; video coding; RD performance; Slepian-Wolf theorem; WZVC codec; Wyner-Ziv video coding; bicubic interpolation; expectation-maximization algorithm; motion estimation algorithm; pixel precision; probability distribution; Codecs; Complexity theory; Decoding; Interpolation; Probability distribution; Silicon; Video coding; Bicubic Interpolation; Expectation-Maximization; Motion estimation; Wyner-Ziv video coding;
Conference_Titel :
Instrumentation, Communications, Information Technology, and Biomedical Engineering (ICICI-BME), 2011 2nd International Conference on
Conference_Location :
Bandung
Print_ISBN :
978-1-4577-1167-1
DOI :
10.1109/ICICI-BME.2011.6108644