An efficient segmentation method based on semi-supervised learning for seafloor monitoring in Pujada Bay, Philippines. - Shulei Wang; Katsunori Mizuno; Shigeru Tabeta; Kei Terayama; Shingo Sakamoto; Yusuke Sugimoto; Kenichi Sugimoto; Hironobu Fukami; Lea A. Jimenez (Ecol. Informatics, 2023)

Four-channel generative adversarial networks can predict the distribution of reef-associated fish in the South and East China Seas. - Jia Wang; Shigeru Tabeta (Ecol. Informatics, 2023)

Monitoring of Hermit Crabs Using drone-captured imagery and Deep Learning based Super-Resolution Reconstruction and Improved YOLOv8. - Fan Zhao; Yijia Chen; Dianhan Xi; Yongying Liu; Jiaqi Wang; Shigeru Tabeta; Katsunori Mizuno (CoRR, 2024)

Underwater litter monitoring using consumer-grade aerial-aquatic speedy scanner (AASS) and deep learning based super-resolution reconstruction and detection network. - Fan Zhao; Yongying Liu; Jiaqi Wang; Yijia Chen; Dianhan Xi; Xinlei Shao; Shigeru Tabeta; Katsunori Mizuno (CoRR, 2024)

Eddy-SPIN: A Spatial Projection Inference Network for Oceanic Mesoscale Eddy Trajectory Prediction. - Huan Tang; Yue Liu; Zhaoyang Ma; Shigeru Tabeta; Jianmin Lin; Dongfang Ma (IEEE Trans. Geosci. Remote. Sens., 2025)