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Mars Rover Image-based Localization using
3D Point Cloud Models for Mobile Field
Reporting Applications
Stuart Young - Fiatech
MARS ROVER:
Image-based Localization via 3D Point Clouds
Project Managers
Rayan Jreije (CCC)
Mani Golparvar-Fard (University of Illinois)
Steering Committee Members
Todd Sutton (Zachry Construction)
Stuart Young (FIATECH)
• “On-demand” and “mobile” access to project information
has potential for improving decision-making at site.
• Challenges…. occasionally connected environments which
are a typical for most projects.
Business Problem
• Leveraging existing point clouds (image-based, laser
scanning, and RGBD)
Opportunity
Digital Images captured from
different locations and angles
Digital
Images
Photogrammetric
algorithms
generate 3D Point
clouds out of the
captured images.
3D Point
Cloud
5
1. Imagine you are conducting a site walk through for
field reporting purposes
2. You can now use your smartphone to take a photo and
access the most updated project information
6
Specification A-54 i
Finishing Works for Short Interior Wall
50% complete
 Electrical cable trays installed.
3. You can also query project information and perform
content-authoring (site reporting) in 3D
7
1. Imagine you are conducting facility management
routine inspection or responding to a service request
2. You can now use your smartphone to take a photo and
access specifications or warranties from BIM
8
Objectives
• Conduct a pilot project to apply and validate the underlying
visual-based localization technique (MARS Rover)
 Support field reporting
 Associate project information
 High precision association in 2-5 sec
 Cloud-based
 With and/or without BIM
Requirements
A. Tracked 3D Location & Orientation
B. Provide Query Capabilities
C. Access/Share
Key Components
Phase I. Setup
Phase II. Tech Dev
Phase III. Job Site Implement
Phase IV. Completion Report
Project Execution
Rayan Jreije
Manager 3D and Visual Project Controls - CCC
The MARS-ROVER drive:
an EPC contractors Use
case
Digitization of as built models: Laser
Scanning
• Laser scanning solutions
in EPC industry reached
“production plateau”
• Point clouds became the
new currency
The Digital Imaging Alternative
– Building 3D Point Clouds from images
(Photogrammetry)
– Massive Image collection (Drones)
– Drones to Roam areas with no GPS coverage like
tunnels and undergrounds (Image Based
Localization)
– Enhanced Drones capabilities for obstacle avoidance
(Robotics)
Project Managers
Rayan Jreije (CCC)
Mani Golparvar-Fard (University of Illinois)
Acknowledgement: Financial support from CCC (50%)
Currently recruiting members
Interested to join? email young@fiatech.org

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ETDP 2015 D2 Mars Rover Image Based Localization Using 3D Point Cloud Models for Mobile Field Reporting Applications - Fiatech

  • 1. Mars Rover Image-based Localization using 3D Point Cloud Models for Mobile Field Reporting Applications Stuart Young - Fiatech
  • 2. MARS ROVER: Image-based Localization via 3D Point Clouds Project Managers Rayan Jreije (CCC) Mani Golparvar-Fard (University of Illinois) Steering Committee Members Todd Sutton (Zachry Construction) Stuart Young (FIATECH)
  • 3. • “On-demand” and “mobile” access to project information has potential for improving decision-making at site. • Challenges…. occasionally connected environments which are a typical for most projects. Business Problem
  • 4. • Leveraging existing point clouds (image-based, laser scanning, and RGBD) Opportunity Digital Images captured from different locations and angles Digital Images Photogrammetric algorithms generate 3D Point clouds out of the captured images. 3D Point Cloud
  • 5. 5 1. Imagine you are conducting a site walk through for field reporting purposes 2. You can now use your smartphone to take a photo and access the most updated project information
  • 6. 6 Specification A-54 i Finishing Works for Short Interior Wall 50% complete  Electrical cable trays installed. 3. You can also query project information and perform content-authoring (site reporting) in 3D
  • 7. 7 1. Imagine you are conducting facility management routine inspection or responding to a service request 2. You can now use your smartphone to take a photo and access specifications or warranties from BIM
  • 8. 8
  • 9. Objectives • Conduct a pilot project to apply and validate the underlying visual-based localization technique (MARS Rover)
  • 10.  Support field reporting  Associate project information  High precision association in 2-5 sec  Cloud-based  With and/or without BIM Requirements
  • 11. A. Tracked 3D Location & Orientation B. Provide Query Capabilities C. Access/Share Key Components
  • 12. Phase I. Setup Phase II. Tech Dev Phase III. Job Site Implement Phase IV. Completion Report Project Execution
  • 13.
  • 14.
  • 15.
  • 16. Rayan Jreije Manager 3D and Visual Project Controls - CCC The MARS-ROVER drive: an EPC contractors Use case
  • 17. Digitization of as built models: Laser Scanning • Laser scanning solutions in EPC industry reached “production plateau” • Point clouds became the new currency
  • 18. The Digital Imaging Alternative – Building 3D Point Clouds from images (Photogrammetry) – Massive Image collection (Drones) – Drones to Roam areas with no GPS coverage like tunnels and undergrounds (Image Based Localization) – Enhanced Drones capabilities for obstacle avoidance (Robotics)
  • 19. Project Managers Rayan Jreije (CCC) Mani Golparvar-Fard (University of Illinois) Acknowledgement: Financial support from CCC (50%) Currently recruiting members Interested to join? email young@fiatech.org