Parallelization Methods of the Template Matching Method on Graphics Accelerators

被引:0
|
作者
Kertesz, Gabor [1 ]
Szenasi, Sandor [1 ]
Vamossy, Zoltan [1 ]
机构
[1] Obuda Univ, John von Neumann Fac Informat, Budapest, Hungary
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Template matching is a classic technique used in image processing for object detection. It is based on multiple matrix-based calculations, where there are no dependencies on partial results, so parallel solutions could be created. In this article two GPU implemented methods are presented and compared to the CPU-based sequential solution.
引用
收藏
页码:161 / 164
页数:4
相关论文
共 50 条
  • [21] Functional Programming Libraries for Graphics Accelerators
    Krasnov M.M.
    Feodoritova O.B.
    Supercomputing Frontiers and Innovations, 2022, 9 (04) : 28 - 37
  • [22] Matching accelerators to the task
    Weiss, M
    CAS - CERN ACCELERATOR SCHOOL - CYCLOTRONS, LINACS AND THEIR APPLICATIONS, 1996, 96 (02): : 381 - 393
  • [23] Mobile graphics accelerators integrate DRAM
    不详
    EDN, 1997, 42 (24) : 13 - 13
  • [24] GRAPHICS ACCELERATORS GET BIGGER AND BETTER
    WALLER, L
    MANUEL, T
    ELECTRONICS-US, 1987, 60 (16): : 32 - 32
  • [25] Parallelizing the Precomputed Scan Matching Method for Graphics Card Processing
    Schreiber, Petr
    Ondrousek, Vit
    Vechet, Stanislav
    Krejsa, Jiri
    PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON ROBOTICS IN EDUCATION, 2010, : 197 - 202
  • [26] A Template Matching Method based on Genetic Algorithm Optimization
    Zhang, Xiaohui
    Liu, Qing
    Li, Mu
    ADVANCES IN MANUFACTURING TECHNOLOGY, PTS 1-4, 2012, 220-223 : 1298 - 1302
  • [27] A parametric template method and its application to robust matching
    Tanaka, K
    Sano, M
    Ohara, S
    Okudaira, H
    IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, VOL I, 2000, : 620 - 627
  • [28] A Template-Matching Method for Optical Power Monitoring
    Yu, Zhu Liang
    Liu, Gordon Ning
    Zhou, Ran
    Gu, Zhenghui
    Li, Yuanqing
    IEEE PHOTONICS TECHNOLOGY LETTERS, 2011, 23 (19) : 1388 - 1390
  • [29] Template Matching Tracking Method Based on Target Decomposition
    Xiu, Chunbo
    Li, Hongjie
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 3616 - 3619
  • [30] Keyboard Defects Detection Based on Template Matching Method
    Hong, Yun
    Yang, Yanzhu
    2016 INTERNATIONAL CONFERENCE ON INFORMATION ENGINEERING AND COMMUNICATIONS TECHNOLOGY (IECT 2016), 2016, : 528 - 532