Human Perception-Inspired Grain Segmentation Refinement Using Conditional Random Fields

1 code implementation • 15 Dec 2023 • Doruk Aksoy, Huolin L. Xin, Timothy J. Rupert, William J. Bowman

Accurate segmentation of interconnected line networks, such as grain boundaries in polycrystalline material microstructures, poses a significant challenge due to the fragmented masks produced by conventional computer vision algorithms, including convolutional neural networks.

Segmentation