Information-Extreme Machine Learning of On-Board Vehicle Recognition System

被引：5
|
作者：
Dovbysh, A. S. [1 ]
Budnyk, M. M. [2 ]
Piatachenko, V. Yu. [1 ]
Myronenko, M. I. [1 ]
机构：
[1] Sumy State Univ, Sumy, Ukraine
[2] Taras Shevchenko Natl Univ Kyiv, Kiev, Ukraine
来源：
CYBERNETICS AND SYSTEMS ANALYSIS | 2020年 / 56卷 / 04期
关键词：
informational-extreme intellectual technology; machine learning; information criterion of optimization; on-board recognition system; polar coordinate system; ground-based object; vehicle;
D O I：
10.1007/s10559-020-00269-y
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
The article proposes a categorical model and algorithm for information-extreme machine learning of the on-board recognition system for small ground vehicles. The decision rules constructed as a result of machine learning are invariant to an arbitrary position of the object of recognition in the frame of the region of interest.
引用
收藏
页码：534 / 543
页数：10
相关论文
共 50 条
  • [21] On-board Vehicle Health Monitoring system for Wheel Loaders
    Venkatalakshmi, B.
    Vijayakumar, S.
    Aravindhan, K.
    Girish, Siva V.
    2013 IEEE CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES (ICT 2013), 2013, : 535 - 540
  • [22] The On-board Measurement of Diesel Vehicle Smoke Intensity System
    Chen, Hong Yan
    Song, Yi Jin
    ADVANCES IN MANUFACTURING TECHNOLOGY, PTS 1-4, 2012, 220-223 : 684 - 688
  • [23] Design of On-Board Image Monitoring System for Passenger Vehicle
    Yang, Wei
    Wei, Lang
    2012 WORLD AUTOMATION CONGRESS (WAC), 2012,
  • [24] Subsystem On-Board Information-Measuring System
    Minina, Anastasiya A.
    Zhdanova, Ekaterina N.
    Shalymov, Roman V.
    2018 IEEE INTERNATIONAL CONFERENCE QUALITY MANAGEMENT, TRANSPORT AND INFORMATION SECURITY, INFORMATION TECHNOLOGIES (IT&QM&IS), 2018, : 248 - +
  • [25] The concept of on-board diagnostic system of working machine hydraulic system
    Surowka, Leszek
    SCIENTIFIC JOURNALS OF THE MARITIME UNIVERSITY OF SZCZECIN-ZESZYTY NAUKOWE AKADEMII MORSKIEJ W SZCZECINIE, 2012, 32 (104): : 81 - 90
  • [26] PM Machine Comparison Used in Vehicle with Different on-Board Voltage Level
    Ombach, G.
    Junak, J.
    ICEMS 2008: PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1- 8, 2008, : 2767 - 2772
  • [27] Tomorrow's On-Board Learning System (TOOLS)
    Oliveira, Manuel
    Costa, Joao
    Torvatn, Hans
    LEARNING AND COLLABORATION TECHNOLOGIES, LCT 2016, 2016, 9753 : 528 - 538
  • [28] On-board vision system for lane recognition and front-vehicle detection to enhance driver's awareness
    Huang, SS
    Chen, CF
    Hsiao, PY
    Fu, LC
    2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, : 2456 - 2461
  • [29] Research on Handwritten Alphabet Recognition System Based on Extreme Learning Machine
    Song, Junlei
    Liu, Qi
    Tian, Shengnan
    Wei, Yi
    Jin, Fang
    Mo, Wenqin
    Dong, Kaifeng
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 9448 - 9451
  • [30] DEVELOPMENT OF A BOGIE-MOUNTED VEHICLE ON-BOARD WEIGHING SYSTEM
    Maraini, Dan
    Shahidi, Parham
    Hopkins, Brad M.
    Seidel, Andrew
    PROCEEDINGS OF THE ASME JOINT RAIL CONFERENCE, 2014, 2014,
12345