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Wolfram Mathematica 10 script for bitumen-aggregate adhesion evaluation using computer vision.

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trailblazingfive/disco-bitumen-adhesion

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Readme

The script was written in Wolfram Mathematica 10. The whole DISCO script may be downloaded from this github repo.

Research paper

Assessment of Polyethylen-Modified Bitumen Adhesion Using Computer Image Analysis

Pipeline

Initialisation

First run the init.nb. Modify the absolutePath variable so that it points to the location of the cloned repo. Then select Evaluation >> Evaluate notebook.

Single file processing

In order to use the single-file.nb you need to first evaluate init.nb which contains all the procedures, sample variable holds which test image to in string format. The pipelane variables were calibrated for this particular sample set which is in sample/ directory. In order to evaluate a single file select Evaluation >> Evaluate notebook.

Example result

Batch processing

In order to use the batch.nb you need to first evaluate init.nb. Set the start and stop parameters pointing to the range of files designated for processing. In order to start the batch process select Evaluation >> Evaluate notebook.

Debugging/calibration

In order to use the debug.nb you need to first evaluate init.nb. The debug modul allows for calibration of the CV parameters namely, edge detection, background chroma etc. Before adjusting the sliders run the notebook by selecting Evaluation >> Evaluate notebook.

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Wolfram Mathematica 10 script for bitumen-aggregate adhesion evaluation using computer vision.

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