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Developing Structure-Property 
Linkage for Glass Fibre 
Reinforced Composites 
ME 8883/CSE 8803: Materials Informatics 
Alicia White and Geet Lahoti 
20th October 2014
Glass Fibre Reinforced Composites 
• Polymer: Polypropylene 
• Processing Conditions 
• Micro-CT Images: DICOM Format
Analytics on Samples 
• Sample 1 (X-Y) • Sample 2 (X-Y)
Analytics on Samples 
• Sample 1 (Y-Z) • Sample 2 (Y-Z)
Analytics on Samples 
• Sample 1 (X-Z) • Sample 2 (X-Z)
Analytics on Samples 
• Peak Fitting (Sample 1)
Analytics on Samples 
• Segmentation based on Gaussian Likelihood Maximization 
• Gaussian Function 
1 
푎 
f(x) = 
푒− 
(푥−푏)2 
2푐2 
where, a=height, b=center, c=width 
2-Phase Segmented Image (Sample 1)
Analytics on Samples 
• Peak Fitting (Sample 1)
Analytics on Samples 
• Segmentation based on Gaussian Likelihood Maximization 
3-Phase Segmented Image (Sample 1) 2-Phase Segmented Image (Sample 1)
Analytics on Samples 
• Peak Fitting (Sample 2)
Analytics on Samples 
• Peak Fitting (Sample 2)
Analytics on Samples 
• Peak Fitting (Sample 2) 
3-Phase Segmented Image (Sample 2) 2-Phase Segmented Image (Sample 2)
Isolating Fibers

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Presentation 10 15 v1