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Complexity-Aware High Efficiency Video Coding (Paperback, Softcover reprint of the original 1st ed. 2016)
Loot Price: R1,469
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Complexity-Aware High Efficiency Video Coding (Paperback, Softcover reprint of the original 1st ed. 2016)
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This book discusses computational complexity of High Efficiency
Video Coding (HEVC) encoders with coverage extending from the
analysis of HEVC compression efficiency and computational
complexity to the reduction and scaling of its encoding complexity.
After an introduction to the topic and a review of the
state-of-the-art research in the field, the authors provide a
detailed analysis of the HEVC encoding tools compression efficiency
and computational complexity. Readers will benefit from a set of
algorithms for scaling the computational complexity of HEVC
encoders, all of which take advantage from the flexibility of the
frame partitioning structures allowed by the standard. The authors
also provide a set of early termination methods based on data
mining and machine learning techniques, which are able to reduce
the computational complexity required to find the best frame
partitioning structures. The applicability of the proposed methods
is finally exemplified with an encoding time control system that
employs the best complexity reduction and scaling methods presented
throughout the book. The methods presented in this book are
especially useful in power-constrained, portable multimedia devices
to reduce energy consumption and to extend battery life. They can
also be applied to portable and non-portable multimedia devices
operating in real time with limited computational resources.
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