Visualizing Ambiguity in Semantic Segmentation for Polar-Body Detection

In this research, we propose a method for visualizing the ambiguity of semantic segmentation for polar-body detection in intracytoplasmic sperm injection (ICSI) support systems. By intuitively presenting detection uncertainty to operators, the proposed method supports safer and more accurate cell manipulation.

Reference

• H. Hagiwara, Y. Hayashi, K. Mori, K. Hano, M. Takasu, A. Asai, K. Kato and T. Aoyama, "Visualizing ambiguity in semantic segmentation of ICSI support systems for polar-body detection", SICE Journal of Control, Measurement, and System Integration, 18, 1, 2025.