Enhancing materials science through computer image analysis and IQA approaches
Authors:
- Adam Piwowarczyk,
- Ilona Jastrzębska
Abstract
Computer image analysis allows for various object detection and classification as well as conducting measurements on microscope images. Technological development, including the application of artificial intelligence solutions, speeds up the classification of large data sets. In the context of image analysis, an essential issue is image quality assessment (IQA). Applying the tools of image analysis, or artificial intelligence, linked with the appropriate IQA approach reveals the opportunity to develop materials with better functional and technological properties more sustainably and effectively.
- Record ID
- CUT92b9e5f42bb44582a19352af999d3493
- Publication categories
- ; ;
- Author
- Pages
- 374-379
- Other elements of collation
- il.; tab.; Bibliografia (na s.) - 378-379; Bibliografia (liczba pozycji) - 23; Oznaczenie streszczenia - Abstr.
- Book
- Ulewicz Robert, Robert Ulewicz Radek Norbert, Norbert Radek Pietraszek Jacek Jacek Pietraszek (eds.): Quality Production Improvement and System Safety QPI 16 - CZOTO 10, Materials Research Proceedings, no. 34, 2023, Millersville, PA, Materials Research Forum LLC, ISBN 978164490268-4 (print)
- Keywords in English
- image analysis, materials science, microstructure, Image Quality Assessment (IQA), machine learning
- DOI
- DOI:10.21741/9781644902691-43 Opening in a new tab
- URL
- https://www.mrforum.com/product/9781644902691-43/ Opening in a new tab
- Related project
- Opracowanie nowej generacji inteligentnych bezchromowych materiałów ogniotrwałych dla przemysłu miedziowego. . Project leader at PK: , ,
Projects financed by NCRD [Projekty finansowane przez NCBiR (NCBR (] - Language
- eng (en) English
- License
- Score (nominal)
- 20
- Score source
- journalList
- Score
- Additional fields
- Indeksowana w: Scopus
- Uniform Resource Identifier
- https://cris.pk.edu.pl/info/article/CUT92b9e5f42bb44582a19352af999d3493/
- URN
urn:pkr-prod:CUT92b9e5f42bb44582a19352af999d3493
* presented citation count is obtained through Internet information analysis, and it is close to the number calculated by the Publish or PerishOpening in a new tab system.