Towards a Taxonomy of Materials Science Imaging Challenges and Opportunities

By Robert Pienta

Georgia Institute of Technology

Download (PDF)

Licensed according to this deed.

Category

Documents

Published on

Abstract

This work investigates common imaging challenges faced by materials science practitioners. We investigate challenges from crowd-sourced images and investigate canonical and effective solutions to a number of common challenges we found.

The work investigates:

  • Contrast enhancement
  • Noise reduction
  • Image Focus
  • Gradients, Shadows and Image Bias
  • A New Texture-Based Segmentation Technique

 

 

 

Cite this work

Researchers should cite this work as follows:

  • Robert Pienta (2017), "Towards a Taxonomy of Materials Science Imaging Challenges and Opportunities," https://matin.gatech.edu/resources/189.

    BibTex | EndNote

Tags