• DocumentCode
    622287
  • Title

    Developing an unpaved road assessment system for practical deployment with high-resolution optical data collection using a helicopter UAV

  • Author

    Dobson, Richard J. ; Brooks, Christopher Lee ; Roussi, Chris ; Colling, Tim

  • Author_Institution
    Michigan Tech Res. Inst. (MTRI), Ann Arbor, MI, USA
  • fYear
    2013
  • fDate
    28-31 May 2013
  • Firstpage
    235
  • Lastpage
    243
  • Abstract
    The need of local governments and transportation agencies to periodically asses the condition of unpaved roads in a cost-effective manner with rapid response times has lead to interest in the use of UAVs (Unmanned Aerial Vehicles) and remote sensing technologies. Currently these assessments are done through visual inspections with agency staff making occasional spot measurements. An unpaved road assessment system was developed to address these issues while at the same time providing a more accurate means of characterizing distresses and determining the roads condition for inspectors. This system uses a single-rotor UAV with a Digital Single-lens Reflex (DSLR) camera to capture overlapping imagery of unpaved roads. The UAV is equipped with a full combination GPS plus IMU (Inertial Measurement Unit) that allows it to fly predetermined waypoints with great stability while at the same time allowing the pilot the ability to take over at any time. Collected imagery is analyzed to locate road distresses. The imagery is run through a Structure From Motion (SfM) algorithm that generates a 3D model of the road surface from which additional condition information can be characterized. This system is easily transported and rapidly deployable to sections of unpaved roads for assessment.
  • Keywords
    automatic optical inspection; autonomous aerial vehicles; cameras; control engineering computing; helicopters; local government; motion control; remote sensing; road building; solid modelling; transportation; 3D model; DSLR camera; GPS plus IMU; SfM algorithm; collected imagery; condition information; cost-effective manner; digital single-lens reflex camera; helicopter UAV; high-resolution optical data collection; inertial measurement unit; inspectors; local governments; overlapping imagery; practical deployment; predetermined waypoints; rapid response times; remote sensing technology; road distresses; road surface; roads condition; single-rotor UAV; spot measurements; stability; structure from motion algorithm; transportation agency; unmanned aerial vehicles; unpaved road assessment system; unpaved roads; visual inspections; Cameras; Clouds; Helicopters; Lenses; Payloads; Roads; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Unmanned Aircraft Systems (ICUAS), 2013 International Conference on
  • Conference_Location
    Atlanta, GA
  • Print_ISBN
    978-1-4799-0815-8
  • Type

    conf

  • DOI
    10.1109/ICUAS.2013.6564695
  • Filename
    6564695