Concepedia

Grain Boundary Detection and Phase Segmentation of SEM Ferrite–Pearlite Microstructure Using SLIC and Skeletonization

Subir Gupta, Jit Sarkar, Abhijit Banerjee, Nil Ratan Bandyopadhyay, Subhas Ganguly

Journal of The Institution of Engineers (India) Series D · 2019 · 18 citations · 12 references

Concepts

Natural SciencesMaterials EngineeringMaterials ScienceCeramicsMaterials CharacterizationGrain Structure AnalysisGrain-size AnalysisMicrostructure AnalysisMicrostructure ControlPhase AnalysisGrain Boundary AnalysisMicrostructural CharacterizationMicrostructure CharacterizationMineral Grain MorphologySegmentation

References

12

A Threshold Selection Method from Gray-Level Histograms

Nobuyuki Otsu · IEEE Transactions on Systems Man and Cybernetics · 1979 · 43.1K citations

Computing, Computer Science, Computer Vision +12

Metallography: Principles and practice

Metallography · 1985 · 1.1K citations

Natural Sciences, Materials Engineering, Materials Science +9

Image driven machine learning methods for microstructure recognition

Aritra Chowdhury, Elizabeth J. Kautz, Bülent Yener et al. · Computational Materials Science · 2016 · 327 citations

Computing, Computer Science, Materials Science +12

A computer vision approach for automated analysis and classification of microstructural image data

Brian DeCost, Elizabeth A. Holm · Computational Materials Science · 2015 · 312 citations · Full text

Computing, Computer Science, Materials Science +17

High Throughput Quantitative Metallography for Complex Microstructures Using Deep Learning: A Case Study in Ultrahigh Carbon Steel

Microscopy and Microanalysis · 2019 · 196 citations · Full text

Computing, Computer Science, Materials Science +16