4 papers
Efficient Spike-driven Transformer for High-performance Drone-View Geo-Localization
Zhongwei Chen, Hai-Jun Rong, Zhao-Xu Yang +1
Traditional drone-view geo-localization (DVGL) methods based on artificial neural networks (ANNs) have achieved remarkable performance. However, ANNs rely on dense computation, whi…
Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization
Zhongwei Chen, Zhao-Xu Yang, Hai-Jun Rong +1
Drone-view Geo-Localization (DVGL) aims to achieve accurate localization of drones by retrieving the most relevant GPS-tagged satellite images. However, most existing methods heavi…
Multi-Level Embedding and Alignment Network with Consistency and Invariance Learning for Cross-View Geo-Localization
Zhongwei Chen, Zhao-Xu Yang, Hai-Jun Rong
Cross-View Geo-Localization (CVGL) involves determining the localization of drone images by retrieving the most similar GPS-tagged satellite images. However, the imaging gaps betwe…
Prognostics Estimations with Dynamic States
Rong-Jing Bao, Hai-Jun Rong, Zhi-Xin Yang +1
The health state assessment and remaining useful life (RUL) estimation play very important roles in prognostics and health management (PHM), owing to their abilities to reduce the…