作者称是第一篇将 Transformer 结构用于 Geo-localization 任务的文章,其实这个也就是应用一下,但有趣的创新点在于作者提出了层间的 Attention 机制。 整体结构如上图,其实很简单,两个分支结构一样,由一个 CNN 特征提取骨架网络和一个编码器组成。输入时会加上一维的位置编码,由于是地形图,拍摄角度与广度都与分类...
Cross-view image geolocalization. In Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, USA, 23-28 June 2013; pp. 891-898.Tsung-Yi Lin, Serge Belongie, and James Hays. Cross-view image geolocalization. In Computer Vision and Pattern ...
Cross-view geo-localization is finding images containing the same geographic target in multi-views. For example, given a query image from UAV view, a proposed matching model can find an exact image of the same location in a gallery collected by satellites. Using a UAV-view image to acquire ...
系统标签: geo localization matching image view environments Cross-ViewImageMatchingforGeo-localizationinUrbanEnvironments YicongTian,ChenChen,MubarakShah CenterforResearchinComputerVision(CRCV),UniversityofCentralFlorida(UCF) tyc.cong@gmail,chenchen870713@gmail,shah@crcv.ucf.edu Abstract Inthispaper,weaddress...
Cross-view geo-localization is to spot images of the same geographic target from different platforms, e.g., drone-view cameras and satellites. It is challenging in the large visual appearance changes caused by extreme viewpoint variations. Existing methods usually concentrate on mining the fine-gra...
@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={...
FacilitateCross-view Geo-localizationTingyu Wang, Zhedong Zheng, Chenggang Yan, Jiyong Zhang, Yaoqi Sun, Bolun Zheng,and Yi Yang, Senior Member, IEEEAbstract—Cross-view geo-localization is to spot images of thesame geographic target from different platforms, e.g., drone-view cameras and ...
The recent availability of large amounts of geotagged imagery has inspired a number of data driven solutions to the image geolocalization problem. Existing approaches predict the location of a query image by matching it to a database of georeferenced photographs. While there are many geotagged image...
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...
TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization Sijie Zhu, Mubarak Shah, Chen Chen Center for Research in Computer Vision, University of Central Florida sizhu@knights.ucf.edu, shah@crcv.ucf.edu, chen.chen@crcv.ucf.edu Abstract ...