Ultrahigh Carbon Steel Microconstituent Annotations
| dc.contributor | Carnegie Mellon University | en_US |
| dc.contributor | National Institute of Standards and Technology | en_US |
| dc.contributor.author | DeCost, Brian | |
| dc.contributor.author | Hecht, Matthew | |
| dc.contributor.author | Sibley, Txai | |
| dc.contributor.author | Francis, Toby | |
| dc.contributor.author | Webler, Bryan | |
| dc.contributor.author | Picard, Yoosuf | |
| dc.contributor.author | Holm, Elizabeth | |
| dc.contributor.other | brian.decost@nist.gov | en_US |
| dc.date.accessioned | 2018-05-04T15:25:31Z | |
| dc.date.available | 2018-05-04T15:25:31Z | |
| dc.date.issued | 2018-05-04 | |
| dc.identifier.uri | http://hdl.handle.net/11256/964 | |
| dc.description.abstract | This dataset consists of scanning electron micrographs accompanied by microconstituent annotations, and is intended as a community benchmark dataset for microstructure segmentation and clustering tasks. The dataset consists of two groups of ultrahigh carbon steel (UHCS) micrographs: a set of images with broad field of view that contain complex microstructural features (proeutectoid grain boundary cementite network, spheroidite particles, Widmansttaten lath), and a higher-magnification set of images originally collected to quantify the cementite particle size distribution. | en_US |
| dc.description.sponsorship | We gratefully acknowledge funding for this work through National Science Foundation grants DMR-1307138, and through the John and Claire Bertucci Foundation. UHCS annotations by B.D., M.H., T.S., T.F., and E.H.; UHCS microscopy work by M.H., Y.P., and B.W. This work was supported in part by the Commonwealth of Pennsylvania Department of Community and Economic Development (DCED) Developed in PA program (D2PA), and by National Science Foundation grant CMMI-1436064. The as-cast and heat treated UHCS samples were provided by Miller Centrifugal Casting. | en_US |
| dc.language.iso | en_US | en_US |
| dc.relation.haspart | Matthew D. Hecht, Bryan A. Webler, and Yoosuf N. Picard. Digital image analysis to quantify carbide networks in ultrahigh carbon steels. Materials Characterization, 117:134–143. https://doi.org/10.1016/j.matchar.2016.04.012 | en_US |
| dc.relation.haspart | Matthew D. Hecht, Yoosuf N. Picard, and Bryan A. Webler. Coarsening of inter and intragranular proeutectoid cementite in an initially pearlitic 2C-4Cr ultrahigh carbon steel. Metallurgical and Materials Transactions A, pages 1–16. 10.1007/s11661-017-4012-2 | en_US |
| dc.relation.haspart | Brian L. DeCost, Matthew D. Hecht, Toby Francis, Bryan A. Webler, Yoosuf N. Picard, and Elizabeth A. Holm. UHCSDB (ultrahigh carbon steel micrograph database): tools for exploring large heterogeneous microstructure datasets. 6:197–205 doi:10.1007/s40192-017-0097-0 | en_US |
| dc.rights | Attribution-ShareAlike 3.0 United States | * |
| dc.rights.uri | http://creativecommons.org/licenses/by-sa/3.0/us/ | * |
| dc.subject | Computational File Repository Categories::ALLOY SYSTEMS::Fe Alloys::Steel | en_US |
| dc.title | Ultrahigh Carbon Steel Microconstituent Annotations | en_US |
| dc.type | Image | en_US |
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