Author

Ling-Kai Shi

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

What Drives Hierarchy-Aware Image Retrieval? Taxonomy Alignment, Objective Choice, and Geometry

Foundation vision models provide strong generic representations, yet high class-level retrieval accuracy does not necessarily imply that an embedding respects a target semantic taxonomy. We study strict explicit-taxonomy image retrieval on frozen DINOv2 features and ask: when hierarchical retrieval improves, how much o...

Ling-Kai Shi · 0 citations

Open access Sep 2026

OPMS-Seg: A UAV-Based High-Resolution Image Dataset for Semantic Segmentation of Open-Pit Coal Mine Slopes

Landslides induced by slope deformation in open-pit coal mines pose significant risks to personnel safety and production continuity. Intelligent slope recognition is a prerequisite for early deformation warning, yet no publicly available segmentation dataset specifically targeting open-pit mine slopes currently exists,...

Ling-Kai Shi, Yi-De Geng, Hao-Ran Wang et al. · Remote Sensing · 0 citations