Title :
Complexity control of high efficiency video encoders for power-constrained devices
Author :
Corrêa, Guilherme ; Assuncao, Pedro ; Agostini, Luciano ; Cruz, Luis A da Silva
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Coimbra, Coimbra, Portugal
fDate :
11/1/2011 12:00:00 AM
Abstract :
The emerging High Efficiency Video Coding (HEVC) standard is expected to require much more processing power than its predecessors due to the higher algorithmic complexity of new coding tools and associated data structures. This paper proposes a novel complexity control method for the near future HEVC encoders running on power-constrained devices. The proposed method is based on a decision algorithm that dynamically adjusts the depth of the Coding Units (CU) defined by quad-tree structures. New evidence about the relationship between CU depth and coding complexity is used to selectively constrain the CU depth in order to not exceed a predefined complexity target. The experimental results show that the encoder computational complexity can be downscaled by up to 60% at the cost of negligible loss of rate-distortion (RD) performance. The proposed method finds application in the near future multimedia portable devices using HEVC codecs.
Keywords :
computational complexity; quadtrees; rate distortion theory; video coding; HEVC standard; algorithmic complexity; coding units; computational complexity; data structure; decision algorithm; high efficiency video coding; high efficiency video encoder complexity control; multimedia portable device; power-constrained devices; quadtree structures; rate-distortion performance; Computational complexity; Copper; Encoding; Image coding; Video coding; Video sequences; Coding Unit (CU).; Complexity control; High Efficiency Video Coding (HEVC); complexity scalability;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2011.6131165