Drone-view target localization
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Benchmarks
University-1652
Most implemented
University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization
CV-Cities: Advancing Cross-View Geo-Localization in Global Cities
Game4Loc: A UAV Geo-Localization Benchmark from Game Data
A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent Attention
Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation
Papers
CV-Cities: Advancing Cross-View Geo-Localization in Global Cities
Cross-view geo-localization (CVGL), which involves matching and retrieving satellite images to determine the geographic location of a ground image, is crucial in GNSS-constrained scenarios. However, this task faces signi…
Cross-View Geo-LocalisationDrone-view target localizationgeo-localizationImage-Based Localization+1Game4Loc: A UAV Geo-Localization Benchmark from Game Data
The vision-based geo-localization technology for UAV, serving as a secondary source of GPS information in addition to the global navigation satellite systems (GNSS), can still operate independently in the GPS-denied envi…
Drone-view target localizationgeo-localizationVisual LocalizationVisual Place RecognitionA Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent Attention
Geo-localization has been widely applied as an important technique to get the longitude and latitude for unmanned aerial vehicle (UAV) navigation in outdoor flight. Due to the possible interference and blocking of GPS …
BlockingData AugmentationDrone-view target localizationgeo-localization+3Orientation-Guided Contrastive Learning for UAV-View Geo-Localisation
Retrieving relevant multimedia content is one of the main problems in a world that is increasingly data-driven. With the proliferation of drones, high quality aerial footage is now available to a wide audience for the fi…
Contrastive LearningDrone-view target localizationSample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation
Cross-View Geo-Localisation is still a challenging task where additional modules, specific pre-processing or zooming strategies are necessary to determine accurate positions of images. Since different views have differen…
Contrastive LearningCross-View Geo-LocalisationDrone-view target localizationImage-Based Localization+1Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization
In this paper, we study the cross-view geo-localization problem to match images from different viewpoints. The key motivation underpinning this task is to learn a discriminative viewpoint-invariant visual representation.…
Drone navigationDrone-view target localizationgeo-localizationImage-Based Localization+2