A fast DEA-based intra-coding algorithm for HEVC
@article{Yao2017AFD, title={A fast DEA-based intra-coding algorithm for HEVC}, author={Yingbiao Yao and Tianjie Jia and Xiaojuan Li and Yu Lu}, journal={Multimedia Tools and Applications}, year={2017}, volume={77}, pages={1861-1881}, url={https://api.semanticscholar.org/CorpusID:25853314} }
A fast DEA-based intra-coding algorithm, including block partitioning; prediction mode selection and edge offset (EO) class decision algorithms, is proposed, which reduces the computational complexity of HM 13.0 and demonstrates better performance over other state-of-the-art work.
Topics
Data Envelopment Analysis (opens in a new tab)High Efficiency Video Coding (opens in a new tab)Computational Complexity (opens in a new tab)Minimum Power Distortionless Response (opens in a new tab)H.264/AVC (opens in a new tab)Sample Adaptive Offset (opens in a new tab)BD-rate (opens in a new tab)Intra Coding (opens in a new tab)
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A support vector machine-based fast planar prediction mode decision algorithm is proposed for VVC/H.266, which is used to quickly determine the Planar or non-Planar prediction modes during intra coding, avoiding the rate-distortion optimization calculation of multiple intra prediction modes, and thus reducing the encoding time.
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Experimental results show that the proposed algorithm reduces the computational complexity of HM13.0 to 30.1% and 53.9% in encoding time with and without RDO(rate distortion optimization), while the loss in coding efficiency is negligible.
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A fast Bayesian Decision based Block Partitioning (BDBP) algorithm for HEVC encoder that reduces the computational complexity of HM13.0 and demonstrates better performance over other state-of-the-art work.
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