Shiga University · Center for Data Science and AI Innovation Research

Research keywordscoral reef monitoring・underwater UAV imaging・seagrass mapping・underwater debris detection・marine remote sensing

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• Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning，Marine Pollution Bulletin，2026年02月，Xinlei Shao, Hongruixuan Chen, Fan Zhao, Kirsty Magson, Jundong Chen, Peiran Li, Jiaqi Wang, Jun Sasaki2026 · DOI:https://doi.org/10.1016/j.marpolbul.2025.119054，研究論文（学術雑誌），共著
• Application and challenges of machine learning in microbial remediation: A review of current status and future directions，Critical Reviews in Environmental Science and Technology，2025年09月，Yueyan Zhang, Jun Sasaki, Ang Li, Jundong Chen2025 · DOI:10.1080/10643389.2025.2560435，研究論文（学術雑誌），共著
• A novel underwater Holothurians monitoring system using consumer-grade amphibious UAV with Mamba-based Super-Resolution Reconstruction and enhanced YOLOv10，Marine Environmental Research，2025年09月，Fan Zhao, Xinlei Shao, Jiaqi Wang, Yijia Chen, Dianhan Xi, Yongying Liu, Jundong Chen, Jun Sasaki, Katsunori Mizuno2025 · DOI:10.1016/j.marenvres.2025.107510，研究論文（学術雑誌），共著
• Diffusion-Enhanced Underwater Debris Detection via Improved YOLOv12n Framework，Remote Sensing，2025年12月，Jianghan Tao, Fan Zhao, Yijia Chen, Yongying Liu, Feng Xue, Jian Song, Hao Wu, Jundong Chen, Peiran Li, Nan Xu2025 · DOI:https://doi.org/10.3390/rs17233910，研究論文（学術雑誌），共著

• UAV光学画像に基づく海草種別対応ブルーカーボン推定モデルの構築，若手研究，一般受託研究，学内共同研究，2026年03月 ～ 2029年03月2026

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