development and preliminary application of image filters for quantitative xct damage analyses

23
Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses Orlando, Florida, USA March 10 - 14, 2003 12 th Annual Research Symposium of the American Society for Nondestructive Testing

Upload: jael-knapp

Post on 02-Jan-2016

26 views

Category:

Documents


0 download

DESCRIPTION

Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses. 12 th Annual Research Symposium of the American Society for Nondestructive Testing. Orlando, Florida, USA March 10 - 14, 2003. Outline. Abstract TIFF Binaries 3D Reconstructions - PowerPoint PPT Presentation

TRANSCRIPT

Page 1: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Development and Preliminary Application of Image Filters for

Quantitative XCT Damage Analyses

Orlando, Florida, USA

March 10 - 14, 2003

12th Annual Research Symposium of the American Society for Nondestructive Testing

Page 2: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Outline

• Abstract

• TIFF Binaries

• 3D Reconstructions

• Creating Image Filters

• Using AutoCAD layers as image filters

• Interpreting Data

• Summary

Page 3: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Abstract

• Segmented binarized XCT images were analyzed using a method developed using a number of software applications to graphically interrogate the physical amount of ballistic meso-damage (>250 m) in impacted titanium alloy (Ti-6Al-4V) disk samples.

Page 4: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

TIFF image Binaries• A threshold is used to create the binary TIFF

images– These images are exported as a stack of binary 16

bit TIFF images!

Page 5: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

3D Reconstructions

• 16 Bit Tiff Images– ACTIS software puts these together and makes a 3D solid– Analysis of images using the ACTIS software produces

qualitative results

Jeff Wheeler
Place 3D Image of Ti64 sample
Jeff Wheeler
Averaging of Solid
Jeff Wheeler
Z Slice
Page 6: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

• Using AutoCAD, a filter was developed– First:

• A cylinder is created within another cylinder with radius plus ¼ millimeter

Page 7: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

– Second• The smaller cylinder is subtracted from the larger one,

creating a ring

Page 8: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

– Third• The ¼ millimeter ring is subtracted from a

rectangular solid, creating a hollow rectangular solid

Page 9: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

– Finally• Hollow rectangular solids are created from subtracting

rings with three to twenty millimeter radii and each one becomes an individual layer within AutoCAD

Combined Layers

Page 10: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

TIFF Image is 70 X 70; it is aligned within the Tiff Image Bounding BoxLayer Bounding Box – 100mm X 100mm X 1mmTIFF Image Bounding Box – 70mm X 70mm

Using AutoCAD Layers as Image Filters

Page 11: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

TIFF Image Stays in Original Position

(0.334, 1.476)

• Layers move to a calculated offset.

Page 12: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

• TIFF image is placed on alignment lines which lie beneath the hollow rectangular solid

Page 13: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

• The current ring is zoomed in on

Page 14: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

• The Scene is Rendered, creating a ring with a ¼ millimeter radius.– This shows damaged and undamaged pixels– The rendered scene is then exported as a Bitmap

image

Page 15: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

• For all ¼ millimeter layers, this process is executed

Page 16: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Using The Exported Images• The exported bitmap images created in

AutoCAD are multiple colors; the solids color is magenta, the damaged pixels are black, and the undamaged pixels are white

• AutoCAD averages the color of the pixels from the inner and outer radial ring causing more than three colors to be present in the export

• Exported images from AutoCAD are imported to Paint Shop Pro and reduced to three colors

Page 17: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

ImageJ and the Excel Standard Table• Using Image J, the three color images made

with Paint Shop Pro are analyzed and the number of pixels for each color are reported.

• An excel table calculates values for Axi-Symmetric Damage Fraction, Cumulative Damage, and Cumulative Unit Damage.

Page 18: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Axi-Symmetric Damage Fraction• A measure of the percent damage in each

quarter millimeter ring out to the edge of the object. %d

Page 19: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Axi-Symmetric Unit Damage Fraction

0

0

0.1

0.1

0.2

0.2

0.3

0.3

0.4

0.4

0.5

0.5

0.6

0.6

0.7

0.7

0.8

0.8

0.9

0.9

1

1

1.1

1.1

Uni

t Dam

age

Fra

ctio

n

Uni

t Dam

age

Fra

ctio

n

Ti64 Sample 4

0

0

0.1

0.1

0.2

0.2

0.3

0.3

0.4

0.4

0.5

0.5

0.6

0.6

0.7

0.7

0.8

0.8

0.9

0.9

1

1

1.1

1.1

Uni

t Dam

age

Fra

ctio

n

Uni

t Dam

age

Fra

ctio

n

Ti64 Sample 2

2030405060

Page 20: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Summary• The data from this work and work to come will

allow more accurate damage modeling to take place

• Predicting failure in materials is essential in improving the survivability and lethality of military units

Page 21: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Current Goals

• Submit 2 Abstracts to NDIA conference ’24th International Symposium on Ballistics’– Abstracts Due - December 1, 2007– Paper Selection - January 15, 2008– Authors Notified - February 15, 2008– Papers Due - April 1, 2008– Final Program - June 1, 2008– Symposium - September 22-26, 2008

Page 22: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Abstract 1

• Perspectives on the Requirements, Development, and Outputs of an X-Ray Computed Tomography Image Processing Application for Ballistic Impact Analysis In Armor Samples

Page 23: Development and Preliminary Application of Image Filters for Quantitative XCT Damage Analyses

Abstract 2

• Advances in the Automated Analysis and Visualization of X-Ray Computed Tomography Image Data