| Without Paired Labeled Data: An End-to-End Self-Supervised Paradigm for UAV-View Geo-Localization | Feb 17, 2025 | Computational EfficiencyContrastive Learning | CodeCode Available | 2 |
| Where am I? Cross-View Geo-localization with Natural Language Descriptions | Dec 22, 2024 | geo-localizationImage Retrieval | CodeCode Available | 2 |
| SF-Loc: A Visual Mapping and Geo-Localization System based on Sparse Visual Structure Frames | Dec 2, 2024 | geo-localizationPose Estimation | CodeCode Available | 2 |
| CV-Cities: Advancing Cross-View Geo-Localization in Global Cities | Nov 19, 2024 | Cross-View Geo-LocalisationDrone-view target localization | CodeCode Available | 2 |
| Game4Loc: A UAV Geo-Localization Benchmark from Game Data | Sep 25, 2024 | Drone-view target localizationgeo-localization | CodeCode Available | 2 |
| Cross-view image geo-localization with Panorama-BEV Co-Retrieval Network | Aug 10, 2024 | geo-localizationImage Retrieval | CodeCode Available | 2 |
| ProGEO: Generating Prompts through Image-Text Contrastive Learning for Visual Geo-localization | Jun 4, 2024 | geo-localizationVisual Place Recognition | CodeCode Available | 2 |
| GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language Model | Jun 3, 2024 | geo-localizationLanguage Modeling | CodeCode Available | 2 |
| STHN: Deep Homography Estimation for UAV Thermal Geo-localization with Satellite Imagery | May 30, 2024 | Autonomous Navigationgeo-localization | CodeCode Available | 2 |
| Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization | Mar 21, 2024 | geo-localizationRe-Ranking | CodeCode Available | 2 |
| GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization | Sep 27, 2023 | Contrastive Learninggeo-localization | CodeCode Available | 2 |
| Deep Visual Geo-localization Benchmark | Apr 7, 2022 | BenchmarkingData Augmentation | CodeCode Available | 2 |
| Rethinking Visual Geo-localization for Large-Scale Applications | Apr 5, 2022 | Contrastive Learninggeo-localization | CodeCode Available | 2 |
| Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments | Jan 23, 2022 | geo-localizationMetric Learning | CodeCode Available | 2 |
| Learning Transferable Visual Models From Natural Language Supervision | Feb 26, 2021 | Action RecognitionBenchmarking | CodeCode Available | 2 |
| GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains | May 24, 2025 | geo-localizationVisual Reasoning | CodeCode Available | 1 |
| Object-level Cross-view Geo-localization with Location Enhancement and Multi-Head Cross Attention | May 23, 2025 | Few-Shot Learninggeo-localization | CodeCode Available | 1 |
| Scale Efficient Training for Large Datasets | Mar 17, 2025 | geo-localizationImage Retrieval | CodeCode Available | 1 |
| NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization | Feb 20, 2025 | geo-localization | CodeCode Available | 1 |
| UASTHN: Uncertainty-Aware Deep Homography Estimation for UAV Satellite-Thermal Geo-localization | Feb 3, 2025 | geo-localizationHomography Estimation | CodeCode Available | 1 |
| Multi-Level Embedding and Alignment Network with Consistency and Invariance Learning for Cross-View Geo-Localization | Dec 19, 2024 | geo-localization | CodeCode Available | 1 |
| Cross-View Geo-Localization with Street-View and VHR Satellite Imagery in Decentrality Settings | Dec 16, 2024 | Disaster Responsegeo-localization | CodeCode Available | 1 |
| Advanced computer vision for extracting georeferenced vehicle trajectories from drone imagery | Nov 4, 2024 | 4kgeo-localization | CodeCode Available | 1 |
| SpaGBOL: Spatial-Graph-Based Orientated Localisation | Sep 23, 2024 | Camera LocalizationCross-View Geo-Localisation | CodeCode Available | 1 |
| UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios | Aug 30, 2024 | Attributegeo-localization | CodeCode Available | 1 |
| Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and Text Guidance | Aug 8, 2024 | BEV SegmentationData Augmentation | CodeCode Available | 1 |
| GAReT: Cross-view Video Geolocalization with Adapters and Auto-Regressive Transformers | Aug 5, 2024 | geo-localization | CodeCode Available | 1 |
| GOMAA-Geo: GOal Modality Agnostic Active Geo-localization | Jun 4, 2024 | Contrastive Learninggeo-localization | CodeCode Available | 1 |
| A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching | Apr 17, 2024 | Earth Observationgeo-localization | CodeCode Available | 1 |
| SDPL: Shifting-Dense Partition Learning for UAV-View Geo-Localization | Mar 7, 2024 | geo-localizationPart-based Representation Learning | CodeCode Available | 1 |
| BEV-CV: Birds-Eye-View Transform for Cross-View Geo-Localisation | Dec 23, 2023 | Camera LocalizationCross-View Geo-Localisation | CodeCode Available | 1 |
| Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching | Nov 21, 2023 | Drone navigationgeo-localization | CodeCode Available | 1 |
| A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent Attention | Sep 23, 2023 | BlockingData Augmentation | CodeCode Available | 1 |
| Fine-Grained Cross-View Geo-Localization Using a Correlation-Aware Homography Estimator | Aug 31, 2023 | geo-localizationHomography Estimation | CodeCode Available | 1 |
| VG-SSL: Benchmarking Self-supervised Representation Learning Approaches for Visual Geo-localization | Jul 31, 2023 | Autonomous NavigationAutonomous Vehicles | CodeCode Available | 1 |
| Long-range UAV Thermal Geo-localization with Satellite Imagery | Jun 5, 2023 | Domain Adaptationgeo-localization | CodeCode Available | 1 |
| Predicting the Geolocation of Tweets Using transformer models on Customized Data | Mar 14, 2023 | geo-localization | CodeCode Available | 1 |
| Simple, Effective and General: A New Backbone for Cross-view Image Geo-localization | Feb 3, 2023 | geo-localizationGPU | CodeCode Available | 1 |
| Divide&Classify: Fine-Grained Classification for City-Wide Visual Geo-Localization | Jan 1, 2023 | geo-localizationImage Retrieval | CodeCode Available | 1 |
| GAMa: Cross-view Video Geo-localization | Jul 6, 2022 | geo-localization | CodeCode Available | 1 |
| Geo-Localization via Ground-to-Satellite Cross-View Image Retrieval | May 22, 2022 | geo-localizationImage Retrieval | CodeCode Available | 1 |
| Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization | May 15, 2022 | Drone navigationDrone-view target localization | CodeCode Available | 1 |
| Where in the World is this Image? Transformer-based Geo-localization in the Wild | Apr 29, 2022 | Diversitygeo-localization | CodeCode Available | 1 |
| SUES-200: A Multi-height Multi-scene Cross-view Image Benchmark Across Drone and Satellite | Apr 22, 2022 | geo-localization | CodeCode Available | 1 |
| Multiple-environment Self-adaptive Network for Aerial-view Geo-localization | Apr 18, 2022 | geo-localizationImage Retrieval | CodeCode Available | 1 |
| TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization | Mar 31, 2022 | Allgeo-localization | CodeCode Available | 1 |
| Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching | Mar 26, 2022 | geo-localizationImage Retrieval | CodeCode Available | 1 |
| A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization | Jan 23, 2022 | Drone navigationDrone-view target localization | CodeCode Available | 1 |
| Resource Efficient Mountainous Skyline Extraction using Shallow Learning | Jul 23, 2021 | geo-localizationScene Parsing | CodeCode Available | 1 |
| Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization | Mar 11, 2021 | geo-localizationImage Generation | CodeCode Available | 1 |
