TY - JOUR
T1 - On the effect of approximate-computing in motion estimation
AU - Paltrinieri, Alberto
AU - Peloso, Riccardo
AU - Masera, Guido
AU - Shafique, Muhammad
AU - Martina, Maurizio
N1 - Publisher Copyright:
Copyright © 2019 American Scientific Publishers All rights reserved
Copyright:
Copyright 2019 Elsevier B.V., All rights reserved.
PY - 2019/3/1
Y1 - 2019/3/1
N2 - Motion estimation is the key engine of modern video coding systems. Despite being an effective technique to exploit temporal redundancy, it features high computational complexity, being also a power-hungry block. Stemming from an optimized architecture for the computation of the Sum of Absolute Differences (SADs) in the context of the High Efficiency Video Coding (HEVC) standard, this work analyses the effects and the advantages offered by approximated adders. Experimental results show that the adoption of approximate adders can effectively save power while introducing a small error, in particular when dealing with larger Prediction Units.
AB - Motion estimation is the key engine of modern video coding systems. Despite being an effective technique to exploit temporal redundancy, it features high computational complexity, being also a power-hungry block. Stemming from an optimized architecture for the computation of the Sum of Absolute Differences (SADs) in the context of the High Efficiency Video Coding (HEVC) standard, this work analyses the effects and the advantages offered by approximated adders. Experimental results show that the adoption of approximate adders can effectively save power while introducing a small error, in particular when dealing with larger Prediction Units.
KW - Approximate Computing
KW - Hardware Accelerator
KW - Motion Estimation
KW - Video Compression
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U2 - 10.1166/jolpe.2019.1592
DO - 10.1166/jolpe.2019.1592
M3 - Article
AN - SCOPUS:85070941434
SN - 1546-1998
VL - 15
SP - 40
EP - 50
JO - Journal of Low Power Electronics
JF - Journal of Low Power Electronics
IS - 1
ER -