Algorithms and Software Increasing the Efficiency of Processing Multidimensional Heterogeneous Data

被引：1
|
作者：
Zakharova, A. A. [1 ]
Nebaba, S. G. [2 ]
Zavyalov, D. A. [3 ]
机构：
[1] Bryansk State Tech Univ, Bryansk 241035, Russia
[2] Tomsk Polytech Univ, Tomsk 634050, Russia
[3] RAS, Keldysh Inst Appl Math, Moscow 125047, Russia
来源：
PROGRAMMING AND COMPUTER SOFTWARE | 2019年 / 45卷 / 04期
基金：
俄罗斯科学基金会;
关键词：
INTERPOLATION;
D O I：
10.1134/S0361768819040108
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
An algorithm of methods selection for processing multidimensional heterogeneous data based on the general properties of the data used and the methods included in the review is proposed in this paper. The algorithm is implemented in the form of software and a group of interpolation algorithms is compared by the example of the problem of constructing a 3D human face model for a person's recognition system. It is shown that the proposed algorithm for selecting data processing methods works successfully for a group of data interpolation methods.
引用
收藏
页码：196 / 201
页数：6
相关论文
共 50 条
  • [21] On the portability and efficiency of parallel algorithms and software
    tenCate, HH
    Vollebregt, EAH
    PARALLEL COMPUTING, 1996, 22 (08) : 1149 - 1163
  • [22] The Algorithm for the Classification of Methods for Processing Multidimensional Heterogeneous Data in Application to Designing of Oil Fields Development
    Zakharova, Alena A.
    Nebaba, Stepan G.
    Zavyalov, Dmitry A.
    CREATIVITY IN INTELLIGENT TECHNOLOGIES AND DATA SCIENCE, PT 1, 2019, 1083 : 162 - 174
  • [23] Increasing Efficiency in Data Flow Oriented Model Driven Software Development for Softcore Processors
    Kirchhoff, Michael
    Weisensee, Joern
    Streitferdt, Detlef
    Fengler, Wolfgang
    Rozova, Elena
    2018 IEEE 42ND ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC 2018), VOL 2, 2018, : 806 - 811
  • [24] Noise suppression in pulsed IR thermographic NDT: Efficiency of data processing algorithms
    Vavilov, V. P.
    Chulkov, A. O.
    Shiryaev, V. V.
    Kuimova, M. V.
    Zhang, Hai
    NDT & E INTERNATIONAL, 2024, 148
  • [25] INCREASING DATA HISTORIAN EFFICIENCY
    Jankowski, Thomas
    Davis, Gregory
    Holmes, Joe
    Kemper, Gregory
    2011 IEEE-IAS/PCA 53RD CEMENT INDUSTRY TECHNICAL CONFERENCE, 2011,
  • [26] Intelligent Data Processing using In-Orbit Advanced Algorithms on Heterogeneous System Architecture
    Tsog, Nandinbaatar
    Behnam, Moris
    Sjodin, Mikael
    Bruhn, Fredrik
    2018 IEEE AEROSPACE CONFERENCE, 2018,
  • [27] MULTIDIMENSIONAL NMR AND DATA-PROCESSING
    PELCZER, I
    SZALMA, S
    CHEMICAL REVIEWS, 1991, 91 (07) : 1507 - 1524
  • [28] Heterogeneous Univariate Outlier Ensembles in Multidimensional Data
    Pang, Guansong
    Cao, Longbing
    ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2020, 14 (06)
  • [29] Predictability of Image Processing Algorithms on Heterogeneous MPSoC
    Paul, Johny
    Stechele, Walter
    2015 13TH IEEE SYMPOSIUM ON EMBEDDED SYSTEMS FOR REAL-TIME MULTIMEDIA, 2015, : 1 - 2
  • [30] MAPPING GENOTYPE DATA WITH MULTIDIMENSIONAL SCALING ALGORITHMS
    Llerena, S. E.
    Maciel, C. D.
    BIOMAT 2010: INTERNATIONAL SYMPOSIUM ON MATHEMATICAL AND COMPUTATIONAL BIOLOGY, 2011, : 303 - 319
12345