CNN oriented fast HEVC intra CU mode decision

  title={CNN oriented fast HEVC intra CU mode decision},
  author={Zhenyu Liu and Xianyu Yu and Shaolin Chen and Dongsheng Wang},
  journal={2016 IEEE International Symposium on Circuits and Systems (ISCAS)},
The real-time requirements of hardwired HEVC encoder demand that, at the grain of coding tree unit (CTU), the maximum computation should be reduced by a fast CU mode decision algorithm. In addition, to realize the parallel rate-distortion optimization (RDO) of different CU modes, the current CU mode decision should not use the auxiliary information from other CU modes. Considering the above constraints, we applied convolutional neural network (CNN) to analyze the textures of source picture… CONTINUE READING
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Publications referenced by this paper.
Showing 1-9 of 9 references

Adaptive CU depth range, joint collaborative team on video coding (JCT-VC) of ITU-T SG16 WP3 and ISO.

X. Li, J. An, X. Guo, S. Lei
IEC JTC1/SC29/WG11, document JCTVC-E090, 5th Meeting: Geneva, • 2011
View 5 Excerpts
Highly Influenced

A Fast CU Size Decision Algorithm for the HEVC Intra Encoder

IEEE Transactions on Circuits and Systems for Video Technology • 2015
View 4 Excerpts
Highly Influenced

Fast Intra Mode Decision for High Efficiency Video Coding (HEVC)

IEEE Transactions on Circuits and Systems for Video Technology • 2014
View 4 Excerpts
Highly Influenced

Gradient-based fast decision for intra prediction in HEVC

2012 Visual Communications and Image Processing • 2012
View 4 Excerpts
Highly Influenced

HDTV1080p HEVC Intra encoder with source texture based CU/PU mode pre-decision

2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC) • 2014
View 7 Excerpts

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