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Slide 1
License Plate RecognitionLicense Plate RecognitionLicense Plate RecognitionLicense Plate Recognition(LPR), Car Colour & Facial (LPR), Car Colour & Facial (LPR), Car Colour & Facial (LPR), Car Colour & Facial
Capture / ID or Verification, Capture / ID or Verification, Capture / ID or Verification, Capture / ID or Verification, possibly linked to Access Cardspossibly linked to Access Cardspossibly linked to Access Cardspossibly linked to Access Cards
Barry T. DudleyIn conjunction with
Slide 2
Why I-CUBE?
• Sells service and not product• Offers high-recognition rates and accuracy and can be integrated into existing or new applications.
• Speed & accuracy• Flexibility• Integration
Slide 3
What are I-CUBE capabilities?• License Plate Recognition up to 300 KM per hour
• LPR accurately verified to vehicle colour, shape and other identifying visual characteristics
• LPR linked to driver facial ID
• Full-featured digital video recorder, so a visual record is created for every vehicle passing the camera, allowing searching by license plate, vehicle types, makes or colours across time period
Slide 4
LLicense icense PPlate late RRecognitionecognition
Slide 5
IN SOUTH AFRICA:
Access Control – 11 in SA
Toll Road – 1
Secure Access Control
Violation Film processing – 30
Vehicle logging; Roadblocks
Over 1 000 sites
worldwide
Wide range of applications…
Linking vehicles to DATA (wt, size, colour, time, etc.)
Slide 6
LPR - 5 easy steps:
1 - Capture2 – Find plate
3 – OCR
5 – Report4 – Open gate if allowed, ALARM if BANNED
Slide 7
• Licence Plate Recognition is a non-intrusive, computerised method of matching a Vehicle Licence Plate to a database of registration numbers.
• System includes camera/illumination units, hardware and software (application + recognition library)
• Automatically reads License Plate number• Displays, records and transmits vehicle image and
recognition results• Can compare plate number to data base - and optionally
open gate or activate alarm
Slide 8
Camera/IlluminationUnits
(Up to 4 per system)
Frame Grabber
LPR Software
PC Station
Included HardwareI/O Card +Terminal Block
Power Supply for SCH
Slide 9
Slide 10
GATE : 1 lane IN; 1 lane OUTGATE : 1 lane IN; 1 lane OUT
ININOUTOUT
Slide 11
Existing CCTV cameras
Existing CCTV cameras
IR & CCTV cameras linked to
DVR system
Frame Grabber
PC Station
LPR Software
WANTED LIST
Allowed Database LISTDVR HW Software
Slide 12
FFaacialcial RRecognition ecognition SSystemystem
Slide 13
2D systems typically used for identification comparing an image captured with static images. Security personnel finds a match3D systems typically used for verification of people or for identifying with minimal on no personnel involvement
Facial RecognitionFacial Recognition
2D vs 3D
Slide 14
Deploying HNET 3D technology to verify people enrolled in the system
Facial RecognitionFacial Recognition
3D System
Slide 15
FRS Network (multiple clients, one server): -
Facial RecognitionFacial Recognition
3D System – How does this get connected?
Slide 16
Speed, accuracy and intelligence are among the key qualities
Facial RecognitionFacial Recognition
3D System – What are the benefits?
Slide 17
Using a revolutionary core technology HNet, based on neural networks, I-CUBE facial recognition delivers cutting-edge security and split-second processing times. Facial RecognitionFacial Recognition
3D System – Speed
Slide 18
The proposed FRS was the most accurate technology tested in the International Biometric Group’s Comparative Testing for IT Security and E-Commerce
Facial RecognitionFacial Recognition
3D System –Accuracy
Slide 19
The proposed FRS learns, remembers and recognises, becoming more familiar with your face each time it sees you, adjusting for difference due to aging and cosmetics.
Facial RecognitionFacial Recognition
3D System –Intelligence
Fred Bloggs
Slide 20
Requirement: Vehicle LoggingRequirement: Vehicle Logging
The requirement is to provide Licence The requirement is to provide Licence Plate Recognition (LPR) technology, Plate Recognition (LPR) technology, possibly linked to car colour, driver possibly linked to car colour, driver Facial Capture / ID / Verification to Facial Capture / ID / Verification to facilitate secure ACCESS CONTROL. facilitate secure ACCESS CONTROL.
The car and driver are linked by the The car and driver are linked by the facial biometric to an access card (if facial biometric to an access card (if present) and vehicle (colour, shape present) and vehicle (colour, shape and license plate) on enter & exit.and license plate) on enter & exit.
Slide 21
PROCEDURE:
•LPR occurs as vehicle approachs boom, •Then driver swipes access card,•Facial Capture / ID or Verification then occurs,
•Image capture of vehicle colour occurs, •If all captured information matches the database, boom opens.
•If ANY information does not agree, guard called.
•LPR of vehicle plate front and back;
Slide 22
LPR Installation for entry / exit monitoring
Vehicle approaches entry
Slide 23
Entry
Vehicle approaches entry
Card reader
Slide 24
Camera /Illumination unit
LPR
MKF 359 GP
Vehicle Sensor
Recognize plate number and compare
to data base
PC Station
LPR occurs first while vehicle moving
Card reader
Slide 25
Recognition Rate: 0.5 sec
Vehicle approaches card reader stand
Slide 26
Recognition Rate: 0.1 sec
Person presents card to card reader
Picture of driver is captured, possibly
compared to database of allowed drivers
FACIAL
Compared
Slide 27
Recognition Rate: 0.2 sec
Person presents card to card readerVehicle colour captured, possibly compared to database
Car Colour
Slide 28
Total time required for an authorized driver, with the correct car (colour & license plate) and access card: 7 seconds
If Card, License Plate, Facialand Car Colour match entry in database, boom
opens, IF NOT, guard calledto investigate
Slide 29
Matching Criteria
Office Hrs ONLY
White
0987654321
123456789
NP132785
Result
T&AOVERALL – After hours, hence not allowed!
AllowedCar Colour
AllowedFacial Capture
Allowed123456789Card
AllowedLicense Plate Recognition
ResultCapturedCriteria
Slide 30
LPR Front End
Slide 31
FRS Front End
Slide 32
FRS LOG
Slide 33
LPR LOG LOG FOR A SINGLE EVENTAdded,1,NP192785,100,100,100,100,100,100,100,100,100
Added,2,NP132785,100,100,100,100,100,100,100,100,100
Added,4,NP12785,91,100,100,75,100,100,100,100
Best,2
Result,NP132785
Added,1,NP132785,95,100,100,100,100,100,100,100,100
Added,2,NP132785,100,100,100,100,100,100,100,100,100
Added,3,NP132785,100,100,100,100,100,100,100,100,100
Added,4,NP12785,96,100,100,75,100,100,100,100
Best,3
Deleted,4
Result,NP132785
Added,1,NU44667,99,100,100,100,100,100,100,100
Added,2,NU44667,99,100,100,100,100,100,100,100
Added,3,NU44667,99,100,100,100,100,100,100,100
Added,4,NU44667,99,100,100,100,100,100,100,100
Added,5,NU44667,99,100,100,100,100,100,100,100
Added,6,NU446M7,75,100,100,100,100,30,40,100
Best,3
Deleted,6
Result,NU44667
LICENSE PLATE, LANE, USER, DATEHFP848GP,..........,1,Yes,Rachel Tim,Sat Aug 14 09:05:16 2004,
KBW141GP,..........,2,No,,Sat Aug 14 09:05:18 2004,
MKF359GP,..........,1,Yes,David Smith,Sat Aug 14 09:05:20 2004,
LJD977GP,..........,3,No,,Sat Aug 14 09:05:22 2004,
ND474276,..........,2,Yes,Daniel Bush,Sat Aug 14 09:05:24 2004,
DYK370GP,..........,3,No,,Sat Aug 14 09:05:30 2004,
LGW487GP,..........,1,Yes,Goldy Luck,Sat Aug 14 09:05:36 2004,
KPR835GP,..........,3,No,,Sat Aug 14 09:05:38 2004,
All images are kept
Slide 34
Land Rover 4X4 LOG - LPR
Slide 35
VW Jetta LOG
Slide 36
Solution ProposedSolution Proposed This solution allows: -
• Multiple image capture by high resolution LPR camera’s;
• License plate finding within the image;
• License plate number reading at a high accuracy (with multiple cameras used in stereo);
• Multiple image capture by high resolution cameras of the driver and vehicle colour;
• Linking of license plate number and Facial ID or verification of driver with an Access Card, so that both card, face, car colour and license plate have to match in order for boom to open.
• Log of number, date, time, lane & image of all vehicles enter/exit the facility;
• Audio Alarm if a wanted / prohibited vehicle detected
• Recording vehicle load and overall view as an option.
Slide 37
“Looking forward, I believe that innovation will play a key rolein the ongoing development of the group. Mondi invests heavily both in excellent people and processes to ensure that it constantly improves its value offering, exceeding both customer and shareholder expectations.….”
Message from Message From David Hathorn, CEO Of The
Mondi Group
In conclusion …
Slide 38
Questions
Slide 39
License Plate RecognitionLicense Plate RecognitionLicense Plate RecognitionLicense Plate Recognition(LPR), Car Colour & Facial (LPR), Car Colour & Facial (LPR), Car Colour & Facial (LPR), Car Colour & Facial
Capture / ID or Verification, Capture / ID or Verification, Capture / ID or Verification, Capture / ID or Verification, possibly linked to Access Cardspossibly linked to Access Cardspossibly linked to Access Cardspossibly linked to Access Cards
Barry T. DudleyIn conjunction with