Parallel Full Search Algorithm for Motion Estimation on Graphic Processing Unit

Author:

Sayadi Fatma Ezzahra1,Chouchene Marwa1,Bahri Haithem1,Khemiri Randa1,Atri Mohamed1

Affiliation:

1. Laboratory of Electronics and Microelectronics EµE, Faculty of Sciences, Monastir University, Monastir, Tunisia

Abstract

Background: Advances in video compression technology have been driven by everincreasing processing power available in software and hardware. Methods: The emerging High-Efficiency Video Coding (HEVC) standard aims to provide a doubling in coding efficiency with respect to the H.264/AVC high profile, delivering the same video quality at half the bit rate. Results: Thus, the results show high computational complexity. In both standards, the motion estimation block presents a significant challenge in clock latency since it consumes more than 40% of the total encoding time. For these reasons, we proposed an optimized implementation of this algorithm on a low-cost NVIDIA GPU developed with CUDA language. Conclusion: This optimized implementation can provide high-performance video encoder where the speed reaches about 85.

Publisher

Bentham Science Publishers Ltd.

Subject

Electrical and Electronic Engineering,Electronic, Optical and Magnetic Materials

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An FPGA-SoC based Hardware Acceleration of Convolutional Neural Networks;2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT);2022-05-28

2. Deep CNN Co-design for HEVC CU Partition Prediction on FPGA–SoC;Neural Processing Letters;2022-02-25

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