Real-Time Stereovision-Based Spacecraft Pose Determination Using Convolutional Neural Networks

被引:0
|
作者
Despond, Francis Thomas [1 ]
Ulrich, Steve [1 ]
机构
[1] Carleton Univ, Dept Mech & Aerosp Engn, 1125 Colonel Dr, Ottawa, ON K1S 5B6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Convolutional Neural Network; Spacecraft Guidance and Control; Computer Vision; Sensors; Spacecraft Proximity Operations; Spacecraft Autonomous Operations; 3D Pose Estimation; Spacecraft Robotics and Control Laboratory; Stereo Cameras;
D O I
10.2514/1.A35973
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Robotic Arm Handling Based on Real-time Gender Recognition Using Convolutional Neural Networks
    Miranda, Leonel
    Jimenez, Daniel
    Benitez, Diego
    Perez, Noel
    Riofrio, Daniel
    Flores Moyano, Ricardo
    2022 IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC), 2022,
  • [32] Real-time surgical needle detection using region-based convolutional neural networks
    Nakazawa, Atsushi
    Harada, Kanako
    Mitsuishi, Mamoru
    Jannin, Pierre
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2020, 15 (01) : 41 - 47
  • [33] Real-time surgical needle detection using region-based convolutional neural networks
    Atsushi Nakazawa
    Kanako Harada
    Mamoru Mitsuishi
    Pierre Jannin
    International Journal of Computer Assisted Radiology and Surgery, 2020, 15 : 41 - 47
  • [34] A Real-Time Multi-Stage Architecture for Pose Estimation of Zebrafish Head with Convolutional Neural Networks
    Zhang-Jin Huang
    Xiang-Xiang He
    Fang-Jun Wang
    Qing Shen
    Journal of Computer Science and Technology, 2021, 36 : 434 - 444
  • [35] A Real-Time Multi-Stage Architecture for Pose Estimation of Zebrafish Head with Convolutional Neural Networks
    Huang, Zhang-Jin
    He, Xiang-Xiang
    Wang, Fang-Jun
    Shen, Qing
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2021, 36 (02) : 434 - 444
  • [36] Pose Estimation for Non-Cooperative Spacecraft Rendezvous Using Convolutional Neural Networks
    Sharma, Sumant
    Beierle, Connor
    D'Amico, Simone
    2018 IEEE AEROSPACE CONFERENCE, 2018,
  • [37] Real-time Detection of Aortic Valve in Echocardiography using Convolutional Neural Networks
    Nizar, Muhammad Hanif Ahmad
    Chan, Chow Khuen
    Khalil, Azira
    Yusof, Ahmad Khairuddin Mohamed
    Lai, Khin Wee
    CURRENT MEDICAL IMAGING, 2020, 16 (05) : 584 - 591
  • [38] Real-Time Driver Distraction Detection System Using Convolutional Neural Networks
    Kapoor, Khyati
    Pamula, Rajendra
    Murthy, Sristi Vns
    PROCEEDINGS OF ICETIT 2019: EMERGING TRENDS IN INFORMATION TECHNOLOGY, 2020, 605 : 280 - 291
  • [39] Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks
    Koepueklue, Okan
    Gunduz, Ahmet
    Kose, Neslihan
    Rigoll, Gerhard
    2019 14TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2019), 2019, : 407 - 414
  • [40] Real-Time Detection of Face Mask Usage Using Convolutional Neural Networks
    Kanavos, Athanasios
    Papadimitriou, Orestis
    Al-Hussaeni, Khalil
    Maragoudakis, Manolis
    Karamitsos, Ioannis
    COMPUTERS, 2024, 13 (07)