2 citations · 5 across the 6 of their papers we have counts for
5 papers · 1 filter
UKANFormer: Noise-Robust Semantic Segmentation for Coral Reef Mapping via a Kolmogorov-Arnold Network-Transformer Hybrid
Tianyang Dou, Ming Li, Jiangying Qin +4
Coral reefs are vital yet fragile ecosystems that require accurate large-scale mapping for effective conservation. Although global products such as the Allen Coral Atlas provide un…
A Novel Solution for Drone Photogrammetry with Low-overlap Aerial Images using Monocular Depth Estimation
Jiageng Zhong, Qi Zhou, Ming Li +2
Low-overlap aerial imagery poses significant challenges to traditional photogrammetric methods, which rely heavily on high image overlap to produce accurate and complete mapping pr…
Cutting-edge 3D reconstruction solutions for underwater coral reef images: A review and comparison
Jiageng Zhong, Ming Li, Armin Gruen +3
Corals serve as the foundational habitat-building organisms within reef ecosystems, constructing extensive structures that extend over vast distances. However, their inherent fragi…
Deep Learning-Based UAV Aerial Triangulation without Image Control Points
Jiageng Zhong, Ming Li, Jiangying Qin +1
The emerging drone aerial survey has the advantages of low cost, high efficiency, and flexible use. However, UAVs are often equipped with cheap POS systems and non-measurement came…
Combining Photogrammetric Computer Vision and Semantic Segmentation for Fine-grained Understanding of Coral Reef Growth under Climate Change
Jiageng Zhong, Ming Li, Hanqi Zhang +1
Corals are the primary habitat-building life-form on reefs that support a quarter of the species in the ocean. A coral reef ecosystem usually consists of reefs, each of which is li…