Speed estimation using simple line

被引:4
作者
Bourja, Omar [1 ,2 ]
Maach, Abdelilah [1 ]
Zennayi, Yahya [1 ,2 ]
Bourzeix, Francois [2 ]
Guerin, Timothee [2 ]
机构
[1] Ecole Mohammedia Ingn, Ave Ibn Sina BP 765 Agdal, Rabat 10100, Morocco
[2] MAScIR Fdn, Rue Mohamed El Jazouli Madinat Al Irfane, Rabat 10100, Morocco
来源
PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING IN DATA SCIENCES (ICDS2017) | 2018年 / 127卷
关键词
Radar; Speed Estimation; Efficiency; Tracking Objects; Lines of pixels; Moving objects detection;
D O I
10.1016/j.procs.2018.01.116
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Several algorithms have already made to estimate svehicle's speed using single camera. The main problem is the efficiency of these systems: processing is done on the whole image while moving objects occupy only a specific part. This work aims to present a technique of speed estimation based on one pixel's width line processing. This line image can be extracted from a full size image or from a line camera in order to apply some processing like background subtraction, morphological operations, binarization and finally blob detection to allow tracking. This new approach enables implementation on low-cost platforms with low computing power. The size of data to process can almost be divided by the width's image of a standard resolution camera, allowing a low data rate from acquisition. (c) 2018 The Authors. Published by Elsevier B.V.
引用
收藏
页码:209 / 217
页数:9
相关论文
共 6 条
  • [1] [Anonymous], VPGNET VANISHING POI
  • [2] [Anonymous], DETECTION TRACKING V
  • [3] [Anonymous], 10 INT C SIGN IM TEC
  • [4] Bourja O, 2017, 2017 INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV)
  • [5] Vehicle Classification and Speed Estimation Using Combined Passive Infrared/Ultrasonic Sensors
    Odat, Enas
    Shamma, Jeff S.
    Claudel, Christian
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 19 (05) : 1593 - 1606
  • [6] Rodriguez T., 2006, Machine Graphics & Vision, V15, P51