4 papers
MRGeo: Robust Cross-View Geo-Localization of Corrupted Images via Spatial and Channel Feature Enhancement
Le Wu, Lv Bo, Songsong Ouyang +1
Cross-view geo-localization (CVGL) aims to accurately localize street-view images through retrieval of corresponding geo-tagged satellite images. While prior works have achieved ne…
CVGL: Causal Learning and Geometric Topology
Songsong Ouyang, Yingying Zhu
Cross-view geo-localization (CVGL) aims to estimate the geographic location of a street image by matching it with a corresponding aerial image. This is critical for autonomous navi…
Improving Cross-view Object Geo-localization: A Dual Attention Approach with Cross-view Interaction and Multi-Scale Spatial Features
Xingtao Ling Yingying Zhu
Cross-view object geo-localization has recently gained attention due to potential applications. Existing methods aim to capture spatial dependencies of query objects between differ…
Anchor-free Cross-view Object Geo-localization with Gaussian Position Encoding and Cross-view Association
Xingtao Ling, Chenlin Fu, Yingying Zhu
Most existing cross-view object geo-localization approaches adopt anchor-based paradigm. Although effective, such methods are inherently constrained by predefined anchors. To elimi…