Study on algorithm of ceramic microstructure feature extraction based on morphological analysis

In traditional ceramic microstructure image recognition, bubbles and cracks are usually detected directly, while morphological factors are ignored. This paper proposes a ceramic microstructure feature extraction algorithm based on morphological analysis. The algorithm combines bubble statistical and topological structure features to extract image features. Experimental results show that the proposed algorithm effectively enhances the performance of ceramic micro-image feature recognition and classification and provides a reference for ceramic image feature processing.

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Publication Details

Published
2025-05-14
DOI
https://doi.org/10.1117/12.3056099
Primary Topic
Industrial Vision Systems and Defect Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

Study on algorithm of ceramic microstructure feature extraction based on morphological analysis

Li Xu, Yi Zou, Chao Li, Juan Li et al.
Industrial Vision Systems and Defect Detection
article

Study on algorithm of ceramic microstructure feature extraction based on morphological analysis

Li Xu, Yi Zou, Chao Li, Juan Li, Yunpeng Nie
article en

Abstract

In traditional ceramic microstructure image recognition, bubbles and cracks are usually detected directly, while morphological factors are ignored. This paper proposes a ceramic microstructure feature extraction algorithm based on morphological analysis. The algorithm combines bubble statistical and topological structure features to extract image features. Experimental results show that the proposed algorithm effectively enhances the performance of ceramic micro-image feature recognition and classification and provides a reference for ceramic image feature processing.

Jingdezhen Ceramic Institute (CN)
Openalex Percentile: Top 86%
Industrial Vision Systems and Defect Detection
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Study on algorithm of ceramic microstructure feature extraction based on morphological analysis — Li Xu, Yi Zou, et al. · (2025) | TGRS Research Map | TGRS