Parallel Full Search Algorithm for Motion Estimation on Graphic Processing Unit

被引：1

作者：

Sayadi, Fatma Ezzahra ^{[1
]}

Chouchene, Marwa ^{[1
]}

Bahri, Haithem ^{[1
]}

Khemiri, Randa ^{[1
]}

Atri, Mohamed ^{[1
]}

机构：

[1] Monastir Univ, Fac Sci, Lab Elect & Microelect EE, Environm St, Monastir 5019, Tunisia

来源：

RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING | 2019年 / 12卷 / 04期

关键词：

Compute Unified Device Architecture (CUDA); full Search algorithm; GPU; HEVC; motion estimation; Nvidia optimization method; IMPLEMENTATION; PERFORMANCE;

D O I：

10.2174/2352096511666180703114137

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Background: Advances in video compression technology have been driven by ever-increasing 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.

引用

页码：317 / 323

页数：7

共 23 条

[1] Image feature extraction algorithm based on CUDA architecture: case study GFD and GCFD [J].

Bahri, Haythem ;

Sayadi, Fatma ;

Khemiri, Randa ;

Chouchene, Marwa ;

Atri, Mohamed .

IET COMPUTERS AND DIGITAL TECHNIQUES, 2017, 11 (04) :125-132

[2]

Chen WN, 2008, 2008 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-4, P697

[3] Optimized parallel implementation of face detection based on GPU component [J].

Chouchene, Marwa ;

Sayadi, Fatma Ezahra ;

Bahri, Haythem ;

Dubois, Julien ;

Miteran, Johel ;

Atri, Mohamed .

MICROPROCESSORS AND MICROSYSTEMS, 2015, 39 (06) :393-404

[4]

Chouchene Marwa, 2014, INT J ADV MEDIA COMM, V5, P105, DOI DOI 10.1504/IJAMC.2014.060506

[5]

Cliff W., 2013, GPU OPTIMIZATION FUN

[6]

Dong LM, 2016, J OVONIC RES, V12, P1

[7]

Gan Xinbiao, 2010, Journal of Computer Aided Design & Computer Graphics, V22, P457

[8] Motion estimation for video coding standards [J].

Hang, HM ;

Chou, YM ;

Cheng, SC .

JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 1997, 17 (2-3) :113-136

[9] FRAME-TO-FRAME CODING OF TELEVISION PICTURES USING 2-DIMENSIONAL FOURIER-TRANSFORMS [J].

HASKELL, BG .

IEEE TRANSACTIONS ON INFORMATION THEORY, 1974, 20 (01) :119-120

[10]

Khemiri R., 2017, INT J IMAGING ROBOT, V17, P95

← 1 2 3 →