A CNN stereo vision hardware system for autonomous robot navigation

被引:0
|
作者
Taragliol, S [1 ]
Zanela, A [1 ]
Salerno, M [1 ]
Sargeni, F [1 ]
Bonaiuto, V [1 ]
机构
[1] INN RIN, CR Casaccia, ENEA, I-00060 Rome, Italy
关键词
D O I
10.1109/CNNA.1998.685360
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The high parallel analogue processing rate makes the Cellular Neural Networks paradigm really useful in such a problems where real-rime replies to external stimuli are required. The development of an effective system for the autonomous robot navigation can find a valid support from this research. Moreover, the growth of new CNN algorithms can afford the necessary feedback to the hardware developers to improve their realisations. In this paper some measurements of a stereo-vision algorithm on a CNN hardware implementation (the 720DPCNN System) will be shown.
引用
收藏
页码:181 / 185
页数:3
相关论文
共 50 条
  • [21] Stereo-based Visual Odometry for Autonomous Robot Navigation
    Kostavelis, Ioannis
    Boukas, Evangelos
    Nalpantidis, Lazaros
    Gasteratos, Antonios
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2016, 13
  • [22] The Design of Stereo vision Autonomic navigation robot based on SOC
    Wang, Hai-Feng
    Long, Xu-Ming
    Cui, Xiao-Lu
    ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY III, PTS 1-4, 2013, 397-400 : 1589 - +
  • [23] Monocular vision for mobile robot localization and autonomous navigation
    Royer, Eric
    Lhuillier, Maxime
    Dhome, Michel
    Lavest, Jean-Marc
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2007, 74 (03) : 237 - 260
  • [24] Monocular Vision for Mobile Robot Localization and Autonomous Navigation
    Eric Royer
    Maxime Lhuillier
    Michel Dhome
    Jean-Marc Lavest
    International Journal of Computer Vision, 2007, 74 : 237 - 260
  • [25] Experimental Study on Mobile Robot Navigation Using Stereo Vision
    Shan, Jinjun
    Wang, Xiaogang
    2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2013, : 1958 - 1965
  • [26] Research on robot navigation vision sensor based on grating projection stereo vision
    Zhang Xiaoling
    Luo Yinsheng
    Lin Yuchi
    Zhu Lei
    ADVANCED OPTICAL MANUFACTURING TECHNOLOGIES, 2016, 9683
  • [27] DEPTH MAP CONSTRUCTION WITH STEREO VISION for HUMANOID ROBOT NAVIGATION
    Vargas-Signoret, M. I.
    Rojas-Romero, M.
    Trejo-Avila, I.
    Velasco-Avella, J.
    Robles-Martinez, E. E.
    Santoyo-Mora, M.
    Camarillo-Gomez, K. A.
    Perez-Soto, G. I.
    Morales-Hernandez, A.
    2016 XVIII CONGRESO MEXICANO DE ROBOTICA (COMROB 2016), 2016,
  • [28] Stereo vision module for UAV navigation system
    Brzozowski, Bartosz
    Szymanek, Natalia
    2018 5TH IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AEROSPACE (METROAEROSPACE), 2018, : 489 - 494
  • [29] THE KCLBOT: THE CHALLENGES OF STEREO VISION FOR A SMALL AUTONOMOUS MOBILE ROBOT
    Georgiou, Evangelos
    Dai, Jian S.
    Luck, Michael
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE 2012, VOL 4, PTS A AND B, 2012, : 807 - 813
  • [30] A CBR System for Autonomous Robot Navigation
    Ros, Raquel
    Lopez de Mantaras, Ramon
    Sierra, Carles
    Lluis Arcos, Josep
    ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT, 2005, 131 : 299 - 306