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Automated Capture of Freight Origin/Destination Data using License Plate Readers By Haluk Laman, UCF; Yahya Alassaf, UCF Amr A. Oloufa, UCF; and John Zielinski, FDOT Center for Advanced Transportation Systems Simulation (CATSS) University of Central Florida

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Page 1: Automated Capture of Freight Origin/Destination Data using ...nctspm.gatech.edu/sites/default/files/u46/Oloufa... · Automated Capture of Freight Origin/Destination Data using License

Automated Capture of Freight Origin/Destination Data using

License Plate Readers

By Haluk Laman, UCF; Yahya Alassaf, UCF

Amr A. Oloufa, UCF; and John Zielinski, FDOT

Center for Advanced Transportation Systems Simulation (CATSS)

University of Central Florida

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OUTLINE

1. Origin/Destination Data

2. Phase I

3. System Hardware

4. System Software

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Project Objective

To utilize LPR technology for collecting O/D Data of Freight using highway gantry-mounted cameras.

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O R I G I N - D E S T I N A T I O N D A T A

O/D

When did it leave and from where?

When did it arrive and to where?

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O R I G I N - D E S T I N A T I O N D A T A

• Planning

• Design

• Congestion Pricing

• Maintenance

• Cargo Theft

• Enforcement

• Intermodal

• Port Management

• Traffic

• Average Speed

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O R I G I N - D E S T I N A T I O N D A T A

LARGE number of models is Available.

But where would the DATA come from?!

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O R I G I N - D E S T I N A T I O N D A T A

Getting

RELIABLE Origin/Destination Data is

Expensive and time consuming.

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Jaxport

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Installation

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Phase I

Phase I

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Installation

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Location

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System Design Challenges

1. Selection of Camera Systems (light, resolution ..)

2. Selection of Triggering Mechanisms

3. Power Source

4. Software and acquisition speed

5. OCR Target: Plates, Container Numbers …etc.

6. Safe connection to Gantries

7. Sign structure Issues

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Gantry 1

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7) Sign structure Issues

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7) Safe connection to Gantries

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Installation

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Laser Trigger

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Image Acquisition

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Rear License-Plate Reading

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Rear License-Plate Problems

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Rear License-Plate Problems

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Installation

Location 2

Location 3

Location 1

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Installation

Location 1

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Installation

Location 2

Location 3

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Location 3

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Location 3

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3) Triggering Technology

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3) Triggering Technology

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Bracket

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Installation

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Installation

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Installation

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Field Test

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Field Test

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Field Test

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Sample Image – Latest Cameras

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Truck Image

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LPR OCR Output

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Night Reading

NIGHT READING

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Night Reading

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Next Steps

Solar Power

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Acknowledgments

Phase I of this work was possible with the support of District Five and the Maintenance Office of Brevard.

The ongoing Phase II of this work would not have

been possible without the sponsorship of FDOT’s Research Office, the CATSS UTC, and the support of the Maintenance Offices of District Five’s Ocala and Leesburg.

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A N Y Q U E S T I O N S ?