Publikasi Scopus 2010 s/d 2022

Syulistyo A.R., Wisesa H.A., Aprinaldi, Bowolaksono A., Wiweko B., Jatmiko W.
57189241716;57189234078;57202899749;57205093224;43061741400;8568432600;
Ellipse detection on embryo image using modification of arc Particle Swarm Optimization (ArcPSO) based arc segment
2016
2015 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2015
7438307
2
Faculty of Computer Science Universitas Indonesia, Depok, 16424, Indonesia; Faculty of Mathematic and Natural Science Universitas Indonesia16424, Indonesia; Faculty of Medicine Universitas Indonesia16424, Indonesia
Syulistyo, A.R., Faculty of Computer Science Universitas Indonesia, Depok, 16424, Indonesia; Wisesa, H.A., Faculty of Computer Science Universitas Indonesia, Depok, 16424, Indonesia; Aprinaldi, Faculty of Computer Science Universitas Indonesia, Depok, 16424, Indonesia; Bowolaksono, A., Faculty of Mathematic and Natural Science Universitas Indonesia16424, Indonesia; Wiweko, B., Faculty of Medicine Universitas Indonesia16424, Indonesia; Jatmiko, W., Faculty of Computer Science Universitas Indonesia, Depok, 16424, Indonesia
In Vitro Fertilization (IVF) technology is used to help couple that have problem in their reproduction organs. However, the success rate of IVF is just 30%, so it is a challenging task to increase that success rate. In this paper, we proposed an ellipse detection method on single and multiple embryo image by modifying the ArcPSO method on ellipse fitting process and the process on extract the arc segment for ellipse detection. The experiment results on single embryo data showed that the proposed method has a 24% better on F-Measure, 21% better on precision, and 28% better on recall as compared to the original ArcPSO method. While the experiment results on multi embryo data showed that the proposed method has a 7% better on F-Measure, 11% better on Precision, and 2% better on Recall as compared to the original ArcPSO method. © 2015 IEEE.
arc segment; ArcPSO; ellipse detection; IVF
Geometry; Particle swarm optimization (PSO); Social sciences; arc segment; ArcPSO; Ellipse detection; Ellipse fitting; F measure; In-vitro; Image segmentation
Institute of Electrical and Electronics Engineers Inc.
9,78148E+12
Conference Paper
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