IMPROVED INTER MODE DECISION FOR H.264/AVC USING WEIGHTED PREDICTION

Anil Mahanta; Amrita Ganguly

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Paper

IMPROVED INTER MODE DECISION FOR H.264/AVC USING WEIGHTED PREDICTION

Topics: Image and Video Processing, Compression and Segmentation

In Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 0ICETE, 73-78, 2011 , Seville, Spain

Authors: Anil Mahanta and Amrita Ganguly

Affiliation: Indian Institute of Technology Guwahati, India

Keyword(s): H.264/AVC, inter mode decision, edge histogram, video coding

Related Ontology Subjects/Areas/Topics: Image and Video Processing, Compression and Segmentation ; Multimedia ; Multimedia Signal Processing ; Telecommunications

Abstract: H.264/AVC video coding standard outperforms former standards in terms of coding efficiency but at the expense of higher computation complexity. Of all the encoding elements in H.264, inter prediction is computationally most intensive and thus adds to the computational burden for the encoder. In this paper, we propose a fast inter prediction algorithm for JVT video coding standard H.264/AVC. Prior to performing the motion estimation for inter prediction, characteristics like stationarity and homogeneity of each macroblock is determined. The macroblocks correlation with neighboring macroblocks in respect of predicted motion vectors and encoding modes are studied. Weights are assigned for these parameters and the final mode is selected based upon these weights. The average video encoding time reduction in the proposed method is 70% compared to the JVT benchmark JM12.4 while maintaining similar PSNR and bit rate. Experimental results for various test sequences at different resolutions ar e presented to show the effectiveness of the proposed method. (More)

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Paper citation in several formats:

Mahanta, A. and Ganguly, A. (2011). IMPROVED INTER MODE DECISION FOR H.264/AVC USING WEIGHTED PREDICTION. In Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2011) - SIGMAP; ISBN 978-989-8425-72-0, SciTePress, pages 73-78. DOI: 10.5220/0003517300730078

@conference{sigmap11,
author={Anil Mahanta. and Amrita Ganguly.},
title={IMPROVED INTER MODE DECISION FOR H.264/AVC USING WEIGHTED PREDICTION},
booktitle={Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2011) - SIGMAP},
year={2011},
pages={73-78},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003517300730078},
isbn={978-989-8425-72-0},
}

TY - CONF

JO - Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2011) - SIGMAP
TI - IMPROVED INTER MODE DECISION FOR H.264/AVC USING WEIGHTED PREDICTION
SN - 978-989-8425-72-0
AU - Mahanta, A.
AU - Ganguly, A.
PY - 2011
SP - 73
EP - 78
DO - 10.5220/0003517300730078
PB - SciTePress