An algorithm for Vehicle Distance and Speed Estimation

被引:0
|
作者
Simara, Eugen [1 ]
Herceg, Marijan [2 ]
Vranjes, Denis [2 ]
Zejak, Aleksa [3 ]
机构
[1] RT RK Inst Comp Based Syst, Osijek, Croatia
[2] Fac Elect Engn Comp Sci & Informat Technol, Osijek, Croatia
[3] RT RK Inst Comp Based Syst, Novi Sad, Serbia
来源
PROCEEDINGS OF 63RD INTERNATIONAL SYMPOSIUM ELMAR-2021 | 2021年
关键词
Viola-Jones; speed; autonomous driving; ADAS; distance;
D O I
10.1109/ELMAR52657.2021.9550949
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, an algorithm for vehicle distance and speed estimation is proposed. In particular, the estimation is performed using video frames obtained from the cameras, located on the front and rear of the car. Moreover, the vehicle detection is performed using a Viola-Jones algorithm, while a Median flow is used for detected vehicle tracking. The speed of the vehicle is calculated using a distance of the detected vehicle and a change in the detected bounding box width between two consecutive frames. The proposed algorithm performance is tested on different car brands, different weather conditions, and different car distances. The testing results of the proposed method show promising results.
引用
收藏
页码:105 / 110
页数:6
相关论文
共 50 条
  • [21] Fast, Accurate Vehicle Detection and Distance Estimation
    Ma, QuanMeng
    Jiang, Guang
    Lai, DianZhi
    Cui, Hua
    Song, Huansheng
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2020, 14 (02) : 610 - 630
  • [22] Integrated Vehicle and Lane Detection with Distance Estimation
    Chen, Yu-Chun
    Su, Te-Feng
    Lai, Shang-Hong
    COMPUTER VISION - ACCV 2014 WORKSHOPS, PT III, 2015, 9010 : 473 - 485
  • [23] Vehicle speed calculation from pedestrian throw distance
    Evans, AK
    Smith, R
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 1999, 213 (D5) : 441 - 447
  • [24] Combined speed and distance control for optimized vehicle platooning
    Guzey, Haci Mehmet
    PHYSICA SCRIPTA, 2024, 99 (09)
  • [25] Research on the Algorithm of the Front Vehicle Speed Based on Vehicle Video
    Chen Rongbao
    Zhao Dan
    Wang Qianlong
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 7719 - 7724
  • [26] Speed and distance estimation under simulated conditions
    Groeger, JA
    Carsten, OMJ
    Blana, E
    Jamson, H
    VISION IN VEHICLES - VII, 1999, : 291 - 299
  • [27] An algorithm for fingerprint ridge distance estimation
    Ren, Chun-Xiao
    Yin, Yi-Long
    Ma, Jun
    Zhan, Xiao-Si
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2009, 22 (04): : 554 - 559
  • [28] Vehicle Speed Estimation Using Roadside Sensors
    Obertov, Dmitrii
    Bardov, Vladimir
    Andrievsky, Boris
    2014 6TH INTERNATIONAL CONGRESS ON ULTRA MODERN TELECOMMUNICATIONS AND CONTROL SYSTEMS AND WORKSHOPS (ICUMT), 2014, : 111 - 117
  • [29] A high accurate vehicle speed estimation method
    Shengnan Lu
    Yuping Wang
    Huansheng Song
    Soft Computing, 2020, 24 : 1283 - 1291
  • [30] Estimation of Vehicle Pre-braking Speed
    Tseng, Wen-Kung
    Liao, S. X.
    NEW TRENDS IN MECHATRONICS AND MATERIALS ENGINEERING, 2012, 151 : 165 - 169