Real time object detection and tracking using the Kalman Filter embedded in single board in a robot

被引:0
|
作者
Guapacha, Jovanny Bedoya [1 ]
Amaro Mantovanni, Suely Cunha [1 ]
机构
[1] UNESP, Elect Engn Dept, Ilha Solteira, SP, Brazil
关键词
Visual Computation; Single Board Computer; Kalman Filter; Kinect; tracking;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an algorithm implemented in real time in a laboratory robot, designed to trace and detect the color of an object in an indoor environment using the kalman filter. The image capture is done by a kinect camera installed in the robot. The algorithm is programmed into a single board computer, BeagleBone Black that uses the ROS - OpenCV system in image processing.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Corner Feature Based Object Tracking Using Adaptive Kalman Filter
    Li, Ning
    Liu, Lu
    Xu, De
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 1433 - +
  • [42] An Adaptive Object Tracking Using Kalman Filter and Probability Product Kernel
    Ait Abdelali, Hamd
    Essannouni, Fedwa
    Essannouni, Leila
    Aboutajdine, Driss
    MODELLING AND SIMULATION IN ENGINEERING, 2016, 2016
  • [43] A New Visual Object Tracking Algorithm Using Bayesian Kalman Filter
    Zhang, Shuai
    Chan, S. C.
    Liao, Bin
    Tsui, K. M.
    2014 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2014, : 522 - 525
  • [44] Object tracking using an adaptive Kalman filter combined with mean shift
    Li, Xiaohe
    Zhang, Taiyi
    Shen, Xiaodong
    Sun, Jiancheng
    OPTICAL ENGINEERING, 2010, 49 (02)
  • [45] Object Sensing, Tracking and Reconstructing using Extended Kalman Filter Algorithm
    Illangarathne, N. C.
    Chinthaka, M. K. C. Dinesh
    2014 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2014,
  • [46] A SVM Embedded Particle Filter for Multi-object Detection and Tracking
    Huang, Dongze
    Cai, Zhihao
    He, Xiang
    Wang, Yingxun
    2014 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2014, : 2094 - 2099
  • [47] Fire Object Detection and Tracking Based on Deep Learning Model and Kalman Filter
    Daoud, Zeineb
    Ben Hamida, Amal
    Ben Amar, Chokri
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2024, 49 (03) : 3651 - 3669
  • [48] Fire Object Detection and Tracking Based on Deep Learning Model and Kalman Filter
    Zeineb Daoud
    Amal Ben Hamida
    Chokri Ben Amar
    Arabian Journal for Science and Engineering, 2024, 49 : 3651 - 3669
  • [49] Video object tracking using region split and merge and a Kalman filter tracking algorithm
    Vigus, SA
    Bull, DR
    Canagarajah, CN
    2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL I, PROCEEDINGS, 2001, : 650 - 653
  • [50] Real-time vehicles tracking based on Kalman filter in an ITS
    Zou Xiaohong
    Li Dongmei
    Liu Jichuan
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2007: IMAGE PROCESSING, 2008, 6623