UHCSDB: UltraHigh Carbon Steel Micrograph DataBase
| Autor: | Toby Francis, Yoosuf N. Picard, Brian L. DeCost, Bryan A. Webler, Matthew D. Hecht, Elizabeth A. Holm |
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| Rok vydání: | 2017 |
| Předmět: |
010302 applied physics
Engineering drawing Micrograph Materials science Source code Carbon steel media_common.quotation_subject ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION 02 engineering and technology engineering.material 021001 nanoscience & nanotechnology Microstructure 01 natural sciences Industrial and Manufacturing Engineering Field (computer science) Visualization Set (abstract data type) Metadata 0103 physical sciences engineering General Materials Science 0210 nano-technology media_common |
| Zdroj: | Integrating Materials and Manufacturing Innovation. 6:197-205 |
| ISSN: | 2193-9772 2193-9764 |
| Popis: | We present a new microstructure dataset consisting of ultrahigh carbon steel (UHCS) micrographs taken over a range of length scales under systematically varied heat treatments. Using the UHCS dataset as a case study, we develop a set of visualization tools for interacting with and exploring large microstructure and metadata datasets. Based on generic microstructure representations adapted from the field of computer vision, these tools enable image-based microstructure retrieval, as well as spatial maps of both microstructure and related metadata, such as processing conditions or properties measurements. We provide the microstructure image data, processing metadata, and source code for these microstructure exploration tools. The UHCS dataset is intended as a community resource for development and evaluation of microstructure data science techniques and for creation of microstructure data science teaching modules. |
| Databáze: | OpenAIRE |
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