Lending Orientation to Neural Networks for Cross-view Geo-localization This contains the ACT dataset and codes for training cross-view geo-localization method described in: Lending Orientation to Neural Networks for Cross-view Geo-localization, CVPR2019. Abstract This paper studies image-based geo-loca...
@inproceedings{li2024unleashing, title={Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization}, author={Li, Guopeng and Qian, Ming and Xia, Gui-Song}, booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, pages={16719--16729}, year={...
Cross-view geolocalization is an emerging challenge in outdoor guidance that involves aligning images captured from different platforms but depicting the same geographic location. With the growing reliance on digital maps and real-time geolocation, this problem has gained increasing attention. The primary...
《Cross-view image geo-localization with Panorama-BEV Co-Retrieval Network》提出了一种新的跨视角图像地理定位方法,即全景鸟瞰视图共同检索网络(Panorama-BEV Co-Retrieval Network)。具体而言,通过利用地面平面假设和几何关系,我们将街景全景图像转换为鸟瞰视图(BEV),从而缩小街景全景与卫星图像之间的差距。在现有的...
“Multibranch Joint Representation Learning Based on Information Fusion Strategy for Cross-View Geo-Localization.” IEEE Transactions on Geoscience & Remote Sensing 62: 1–16. https://doi.org/10.1109/TGRS.2024.3378453. (Open in a new window)Google Scholar Han, C., C. Wu, H. Guo, M. Hu,...
CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization Sixing Hu Mengdan Feng Rang M. H. Nguyen Gim Hee Lee National University of Singapore {hu.sixing,fengmengdan}@u.nus.edu {nguyenho,gimhee.lee}@comp.nus.edu.sg Abstract The problem of localization on ...
This work addresses visual cross-view metric localization for outdoor robotics. Given a ground-level color image and a satellite patch that contains the local surroundings, the task is to identify the location of the ground camera within the satellite pa
This is well suited to geometric downstream tasks: to leverage the second view and improve reconstruction ac- curacy, the model has to implicitly be aware of the geome- try of the scene. CroCo outperforms MIM pre-training on an array of geometric ...
Precise GPS-Denied UAV Self-Positioning via Context-Enhanced Cross-View Geo-Localization 17 Feb 2025 · Yuanze Xu, Ming Dai, Wenxiao Cai, Wankou Yang · Edit social preview Image retrieval has been employed as a robust complementary technique to address the challenge of Unmanned Aerial Vehicles ...
Ranked #2 on Cross-View Geo-Localisation on SpaGBOL Get a GitHub badge TaskDatasetModelMetric NameMetric ValueGlobal RankResultBenchmark Image-Based Localization cvact Sample4Geo Recall@1 90.81 # 2 Compare Recall@5 96.74 # 2 Compare Recall@10 97.48 # 2 Compare Recall@1 (%) 98.77...