FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber Analysis

2 code implementations • 8 Jun 2020 • Max Frei, Frank Einar Kruis

Fiber-shaped materials (e. g. carbon nano tubes) are of great relevance, due to their unique properties but also the health risk they can impose.

Semantic Segmentation

Image-Based Size Analysis of Agglomerated and Partially Sintered Particles via Convolutional Neural Networks

2 code implementations • 11 Jul 2019 • Max Frei, Frank Einar Kruis

There is a high demand for fully automated methods for the analysis of primary particle size distributions of agglomerated, sintered or occluded primary particles, due to their impact on material properties.

Fully automated primary particle size analysis of agglomerates on transmission electron microscopy images via artificial neural networks

no code implementations • 8 Jun 2018 • Max Frei, Frank Einar Kruis

There is a high demand for fully automated methods for the analysis of primary particle size distributions of agglomerates on transmission electron microscopy images.