Size Measurement of Nanoparticle Assembly Using Multilevel Segmented TEM Images
Keyword(s):
Multilevel image segmentation is demonstrated as a rapid and accurate method of quantitative analysis for nanoparticle assembly in TEM images. The procedure incorporatingK-means clustering algorithm and watershed transform is tested on transmission electron microscope (TEM) images of FePt-based nanoparticles whose diameters are less than 5 nm. By solving the nanoparticle segmentation and separation problems, this unsupervised method is useful not only in the nonoverlapping case but also for agglomerated nanoparticles. Furthermore, the method exhibits scale invariance based on comparable results from images of different magnifications.
2012 ◽
Vol 18
(S2)
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pp. 974-975
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2013 ◽
Vol 791-793
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pp. 464-468
1974 ◽
Vol 32
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pp. 214-215
1969 ◽
Vol 27
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pp. 238-239
1974 ◽
Vol 32
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pp. 316-317