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Advisor: Professor Neal Anderson Michael Baccari Peter Bian Michael Coughlin Avi Noy. Irregular Object Dimensioning System. Agenda. Background MDR Specification Progress Report Challenges Future Plans Summary. Background. Sorting facilities’ conveyer belts. - PowerPoint PPT Presentation
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Electrical and Computer Engineering
Irregular Object Dimensioning System
Advisor: Professor Neal Anderson
Michael BaccariPeter Bian
Michael CoughlinAvi Noy
2Electrical and Computer Engineering
Agenda
Background
MDR Specification
Progress Report
Challenges
Future Plans
Summary
3Electrical and Computer Engineering
Background
• Sorting facilities’ conveyer belts.
• Components of sort system: Photo eye, laser measuring heads, set of 6 line-scan cameras.
4Electrical and Computer Engineering
Background (Cont’d)
• Irregularly shaped objects
• Current issues with the dimensioning component.
• “The irregular approval.”
5Electrical and Computer Engineering
Background (Cont’d)
Dimensions used for storage area on cargo planes
Minimize cuboidal volume of irregularly shaped objects • Increases profits• Save cargo space
“Irregular Approval” • Guideline test for major shipping companies
Half inch margin error“Sputnik” test
6Electrical and Computer Engineering
MDR Specification
Software Progress• Demo of algorithms for dimensional reconstruction from simulated laser data
input• Demo of image processing algorithm with basic edge detection from camera
Working Hardware Components• Conveyor Belt• 2 laser measuring heads (LMS 200)• 2 Cameras• LED Light Sources• Photo Eye
Research• Multiplexing• Image Processing• Depth Maps
Quantifiable Requirement Specifications• Irregular Approval• Proposed System Improvement
7Electrical and Computer Engineering
Progress Report - System Block Diagram
8Electrical and Computer Engineering
Progress Report (Cont’d)
Hardware Components
• LMS – Laser Measuring Heads
• One 2-D camera
• Two LEDs
• Photoeye
• Conveyor belt
9Electrical and Computer Engineering
Progress Report (Cont’d)
LMS Setup
10Electrical and Computer Engineering
Progress Report (Cont’d)
LMS Initialization
11Electrical and Computer Engineering
Progress Report (Cont’d)
2-D Camera
12Electrical and Computer Engineering
Progress Report (Cont’d)
LEDs
13Electrical and Computer Engineering
Progress Report (Cont’d)
Photoeye
14Electrical and Computer Engineering
Progress Report (Cont’d)
Photoeye (Cont’d)• IR Led transmitter – Hamamatsu part #L2690-02
Forward current IF = 50mAR = VCC/IF = 5/50mA = 100Ω
• Digital output photo IC – Hamamatsu part #L6289PhotodiodeSchmitt trigger circuitOutput resistor
• RL = 1.2kΩ
• Ccoupling = 0.01uF
15Electrical and Computer Engineering
Progress Report (Cont’d)
Photoeye – Results
16Electrical and Computer Engineering
Progress Report (Cont’d)
Conveyer belt demo video
17Electrical and Computer Engineering
Progress Report (Cont’d)
Image processing algorithm• SUSAN (Smallest Univalue Segment assimilating
Nucleus) Principle
18Electrical and Computer Engineering
Progress Report (Cont’d)
• Image processing algorithm demo
19Electrical and Computer Engineering
Progress Report (Cont’d)
Laser edge detection and dimensional algorithm
20Electrical and Computer Engineering
Challenges
Blind spots
21Electrical and Computer Engineering
Challenges (Cont’d)
Current algorithm• 2 dimensional axis
No algorithm for 3 dimensional axis
All edges and protrusions mapped out for irregular object
Multiplexing cameras with LMS heads
22Electrical and Computer Engineering
Future Plans
Creation of 3 dimensional axis algorithm
Implementation• Multiplexing of two sets of data• Execution of new dimensioning algorithm
Possible improvement of edge detection for LMS and cameras
Construction of redesigned control box
23Electrical and Computer Engineering
Summary
MDR Specification
Improve accuracy of dimensioning of irregularly shaped objects
“Irregular Approval” • Half inch margin of error
24Electrical and Computer Engineering
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