Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry. - Xinlei Shao; Hongruixuan Chen; Kirsty Magson; Jiaqi Wang; Jian Song; Jundong Chen 002; Jun Sasaki (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)

Mamba-based super-resolution and semi-supervised YOLOv10 for freshwater mussel detection using acoustic video camera: A case study at Lake Izunuma, Japan. - Fan Zhao; Decong Xu; Zhiyan Ren; Xinlei Shao; Qingyang Wu; Yongying Liu; Jiaqi Wang; Jian Song; Yijia Chen; Guochen Zhang; Yasufumi Fujimoto; Tetsuo Shimada; et al. (Ecol. Informatics, 2025)

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. - Hongruixuan Chen; Jian Song; Olivier Dietrich; Clifford Broni-Bediako; Weihao Xuan; Junjue Wang; Xinlei Shao; Yimin Wei 008; Junshi Xia; Cuiling Lan; Konrad Schindler; Naoto Yokoya (Zenodo, 2025)

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. - Hongruixuan Chen; Jian Song; Olivier Dietrich; Clifford Broni-Bediako; Weihao Xuan; Junjue Wang; Xinlei Shao; Yimin Wei 008; Junshi Xia; Cuiling Lan; Konrad Schindler; Naoto Yokoya (CoRR, 2025)

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. - Hongruixuan Chen; Jian Song; Olivier Dietrich; Clifford Broni-Bediako; Weihao Xuan; Junjue Wang; Xinlei Shao; Yimin Wei 008; Junshi Xia; Cuiling Lan; Konrad Schindler; Naoto Yokoya (Zenodo, 2025)

Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning. - Xinlei Shao; Hongruixuan Chen; Fan Zhao; Kirsty Magson; Jundong Chen 002; Peiran Li; Jiaqi Wang; Jun Sasaki (CoRR, 2025)