Feature point extraction of high-resolution image based on multi-thread mode

被引:0
作者
Sun, Peng [1 ]
Zhao, Haimeng [1 ]
Sun, Yiyuan [2 ]
Yang, Haiju [3 ]
Wang, Mingchun [1 ]
机构
[1] Guilin Univ Aerosp Technol, Guangxi Engn Res Ctr Small UAV Syst & Applicat, Guilin, Peoples R China
[2] Peking Univ, Inst Remote Sensing & GIS, Beijing, Peoples R China
[3] Guangxi Zhuang Autonomous Reg Environm Monitoring, Nanning, Peoples R China
来源
PROCEEDINGS OF 2020 IEEE 2ND INTERNATIONAL CONFERENCE ON CIVIL AVIATION SAFETY AND INFORMATION TECHNOLOGY (ICCASIT) | 2020年
基金
中国国家自然科学基金;
关键词
multi-thread mode; high-resolution image; Open-MP; multi-core;
D O I
10.1109/ICCASIT50869.2020.9368557
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
To solve the poor real-time problem of SIFT algorithm, the cooperative operation mechanism of multi-core algorithm on multi-thread mode is designed based on OpenMP software runtime. First, a collaboration mechanism between multiple processor cores is designed based on the multi-core operating framework. Then, a high-speed interaction method is designed for the data between different platforms based on the TCP/IP protocol. Finally, the experiment shows that this scheme can greatly make the processing speed up for high-resolution image and effectively solves the real-time problem of the algorithm.
引用
收藏
页码:836 / 839
页数:4
相关论文
共 11 条
[1]  
Chen J, 2007, PROC IEEE 12 INT C W, V33, P230, DOI DOI 10.1007/s11270-007-9372-6
[2]  
[陈凯 Chen Kai], 2018, [中国科学. 信息科学, Scientia Sinica Informationis], V48, P841
[3]   Improved SIFT image registration algorithm on characteristic statistical distributions and consistency constraint [J].
Chen, Yong ;
Shang, Lei .
OPTIK, 2016, 127 (02) :900-911
[4]  
FiratHARDAL AQ, 2015, GAZI U J SCI A, V3, P15
[5]  
Ge Wei, 2015, P INT C INF SCI MAC, P721
[6]  
Gong Xiaoman, 2017, RES IMPLEMENTATION D
[7]  
Jenisch S, 2016, IFIP ADV INFORM COMM, V436, P624
[8]   A spatial-spectral SIFT for hyperspectral image matching and classification [J].
Li, Yanshan ;
Li, Qingteng ;
Liu, Yan ;
Xie, Weixin .
PATTERN RECOGNITION LETTERS, 2019, 127 :18-26
[9]   Quantitative Evaluation of Deformable Image Registration in MRI- Guided Adaptive Radiation Therapy [J].
Mooney, K. ;
Zhao, T. ;
Duan, Y. ;
Zhang, M. ;
Green, O. ;
Mutic, S. ;
Yang, D. .
MEDICAL PHYSICS, 2016, 43 (06) :3737-3737
[10]  
Sa Yang, 2016, LASER OPTOELECTRON P, V53, P128