Reducing Complexity of HEVC: A Deep Learning Approach.
IEEE Transactions on Image Processing(2018)
摘要
High efficiency video coding (HEVC) significantly reduces bit rates over the preceding H.264 standard but at the expense of extremely high encoding complexity. In HEVC, the quad-tree partition of the coding unit (CU) consumes a large proportion of the HEVC encoding complexity, due to the brute-force search for rate-distortion optimization (RDO). Therefore, this paper proposes a deep learning appro...
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关键词
Complexity theory,Machine learning,Image coding,Databases,Encoding,Video coding,Feature extraction
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