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A Method of Obtaining Catchment Basins with Contour Lines for Foam Image Segmentation

Yanpeng Wu1, Xiaoqi Peng1,*, Mohammad Nur2, Hengfu Yang1

Department of Information Science and Engineering, Hunan First Normal University, Changsha, China.
Future Technologies Co., Ltd., Dhaka-1205, Bangladesh.

* Corresponding Author: Xiaoqi Peng. Email: email.

Computers, Materials & Continua 2019, 60(3), 1155-1170. https://doi.org/10.32604/cmc.2019.06123

Abstract

Foam image segmentation, represented by watershed algorithm, is wildly used in the extraction of bubble morphology features. H-minima transformation was proved to be effective in locating the catchment basins in the traditional watershed segmentation method. To further improve the accuracy of watershed segmentation, method of top-bottom-cap filters and method of morphological reconstruction were implied to marking the catchment basins. In this paper, instead of H-minima transformation, a method of contour lines is specially proposed to obtain the catchment basins for foam image segmentation by using top-bottom-cap filters and less morphological reconstruction. Experimental results in foam segmentation show that the proposed method is equally accurate but more efficient than the method of H-minima plus morphological reconstruction, and equally efficient but more accurate than the method of H-minima plus top-bottom-cap filters.

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Cite This Article

Y. Wu, X. Peng, M. Nur and H. Yang, "A method of obtaining catchment basins with contour lines for foam image segmentation," Computers, Materials & Continua, vol. 60, no.3, pp. 1155–1170, 2019.

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cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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