TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization

Computer Vision and Pattern Recognition (CVPR), 2022

31 March 2022

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Papers citing "TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization"

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Title
UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization Cuiqun Chen Qi Chen Bin Yang Xingyi Zhang 103 0 0 15 Nov 2025
Object Detection as an Optional Basis: A Graph Matching Network for Cross-View UAV Localization T. Liu Kan Ren Qian Chen 208 0 0 04 Nov 2025
Seeing the Unseen: Mask-Driven Positional Encoding and Strip-Convolution Context Modeling for Cross-View Object Geo-Localization Shuhan Hu Yiru Li Yuanyuan Li Yingying Zhu 56 0 0 23 Oct 2025
Team Xiaomi EV-AD VLA: Caption-Guided Retrieval System for Cross-Modal Drone Navigation -- Technical Report for IROS 2025 RoboSense Challenge Track 4 L. Zhang Erjia Xiao Y. Zhang Haoxiang Fu Ruibin Hu Yanbiao Ma Wenbo Ding L. Chen Hangjun Ye Xiaoshuai Hao 161 3 0 03 Oct 2025
Anchor-free Cross-view Object Geo-localization with Gaussian Position Encoding and Cross-view Association Xingtao Ling Chenlin Fu Yingying Zhu 96 0 0 30 Sep 2025
SkyLink: Unifying Street-Satellite Geo-Localization via UAV-Mediated 3D Scene Alignment Hongyang Zhang Yinhao Liu Zhenyu Kuang 102 0 0 29 Sep 2025
Enhancing Cross-View Geo-Localization Generalization via Global-Local Consistency and Geometric Equivariance Xiaowei Wang Di Wang K. Li Y. Wang C. Wang Libin Sun Zhihong Wu Yiming Zhang Quan Wang 116 0 0 25 Sep 2025
Street-Level Geolocalization Using Multimodal Large Language Models and Retrieval-Augmented Generation Yunus Serhat Bicakci Joseph Shingleton Anahid Basiri 92 0 0 01 Sep 2025
WeatherPrompt: Multi-modality Representation Learning for All-Weather Drone Visual Geo-Localization Jiahao Wen Hang Yu Zhedong Zheng 220 2 0 13 Aug 2025
Cross-View Localization via Redundant Sliced Observations and A-Contrario Validation Yongjun Zhang Mingtao Xiong Yi Wan Gui-Song Xia 165 1 0 07 Aug 2025
GT-Loc: Unifying When and Where in Images Through a Joint Embedding Space David G. Shatwell Ishan R. Dave S. Swetha Mubarak Shah AI4TS 425 1 0 14 Jul 2025
VICI: VLM-Instructed Cross-view Image-localisation Xiaohan Zhang Tavis Shore Chen Chen Oscar Mendez Simon Hadfield S. Wshah 132 0 0 05 Jul 2025
GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains C. Wang Xiaojun Ye Xiaoran Pan Zihao Pan Haofan Wang Yiren Song LRM 528 3 0 24 May 2025
Locality-Sensitive Hashing for Efficient Hard Negative Sampling in Contrastive Learning Fabian Deuser Philipp Hausenblas Hannah Schieber Daniel Roth Martin Werner Norbert Oswald 387 0 0 23 May 2025
Object-level Cross-view Geo-localization with Location Enhancement and Multi-Head Cross AttentionIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025 Zheyang Huang Jagannath Aryal S. Nahavandi Xuequan Lu C. Lim Lei Wei Hailing Zhou ObjD 175 2 0 23 May 2025
GeoVLM: Improving Automated Vehicle Geolocalisation Using Vision-Language Matching Barkin Dagda Muhammad Awais Saber Fallah 237 2 0 19 May 2025
Robust Drone-View Geo-Localization via Content-Viewpoint Disentanglement Ke Li Di Wang Xiaowei Wang Zhihong Wu Yiming Zhang Yifeng Wang Quan Wang 288 2 0 17 May 2025
A Unified Hierarchical Framework for Fine-grained Cross-view Geo-localization over Large-scale Scenarios Zhuo Song Ye Zhang Kunhong Li Longguang Wang Yike Guo ObjD 250 1 0 12 May 2025
STRMs: Spatial Temporal Reasoning Models for Vision-Based Localization Rivaling GPS Precision Hin Wai Lui Jeffrey L. Krichmar 242 0 0 11 Mar 2025
Geolocation with Real Human Gameplay Data: A Large-Scale Dataset and Human-Like Reasoning Framework Zirui Song Jingpu Yang Yuan Huang Jonathan Tonglet Zeyu Zhang Tao Cheng Meng Fang Iryna Gurevych X. Chen LRM 320 14 0 19 Feb 2025
Precise GPS-Denied UAV Self-Positioning via Context-Enhanced Cross-View Geo-Localization Yuanze Xu Ming Dai Wenxiao Cai Wankou Yang 247 3 0 17 Feb 2025
Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization Zhongwei Chen Zhao-Xu Yang Hai-Jun Rong Guoqi Li SSL 541 1 0 17 Feb 2025
Enhancing Ground-to-Aerial Image Matching for Visual Misinformation Detection Using Semantic Segmentation Emanuele Mule Matteo Pannacci Ali Ghasemi Goudarzi Francesco Pro Lorenzo Papa Luca Maiano Irene Amerini 535 2 0 10 Feb 2025
TPCH: Tensor-interacted Projection and Cooperative Hashing for Multi-view ClusteringAAAI Conference on Artificial Intelligence (AAAI), 2024 Zhongwen Wang Xingfeng Li Yinghui Sun Quansen Sun Yuan Sun Han Ling Jian Dai Zhenwen Ren 295 4 0 25 Dec 2024
Cross-View Geo-Localization with Street-View and VHR Satellite Imagery in Decentrality Settings Panwang Xia L. Yu Qiong Wu Panwang Xia Peiqi Chen ... Yingying Zhang Jiangwei Lao Jingdong Chen Ming-Hsuan Yang Yongjun Zhang 445 1 0 16 Dec 2024
SenCLIP: Enhancing zero-shot land-use mapping for Sentinel-2 with ground-level promptingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Pallavi Jain Dino Ienco R. Interdonato Tristan Berchoux Diego Marcos VLM 354 4 0 11 Dec 2024
Geometry-guided Cross-view Diffusion for One-to-many Cross-view Image SynthesisInternational Conference on 3D Vision (3DV), 2024 Tao Jun Lin Wenqing Wang Yujiao Shi Akhil Perincherry Ankit Vora Hongdong Li DiffM 210 5 0 04 Dec 2024
PEnG: Pose-Enhanced Geo-LocalisationIEEE Robotics and Automation Letters (RA-L), 2024 Tavis Shore Oscar Mendez Simon Hadfield 273 3 0 24 Nov 2024
CV-Cities: Advancing Cross-View Geo-Localization in Global CitiesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024 Gaoshuang Huang Yang Zhou Luying Zhao Wenjian Gan 287 18 0 19 Nov 2024
CityGuessr: City-Level Video Geo-Localization on a Global ScaleEuropean Conference on Computer Vision (ECCV), 2024 P. Kulkarni Gaurav Kumar Nayak Mubarak Shah ViT AI4TS 173 9 0 10 Nov 2024
Personalized Federated Learning for Cross-view Geo-localizationIEEE International Workshop on Multimedia Signal Processing (MMSP), 2024 Christos Anagnostopoulos Alexandros Gkillas Nikos Piperigkos Aris Lalos FedML 209 0 0 07 Nov 2024
Paved or unpaved? A Deep Learning derived Road Surface Global Dataset from Mapillary Street-View ImageryIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2024 Sukanya Randhawa Eren Aygun Guntaj Randhawa Benjamin Herfort Sven Lautenbach Alexander Zipf 219 9 0 24 Oct 2024
Game4Loc: A UAV Geo-Localization Benchmark from Game DataAAAI Conference on Artificial Intelligence (AAAI), 2024 Yuxiang Ji Boyong He Zhuoyue Tan Liaoni Wu 260 17 0 25 Sep 2024
Statewide Visual Geolocalization in the WildEuropean Conference on Computer Vision (ECCV), 2024 F. Fervers Sebastian Bullinger C. Bodensteiner Michael Arens Rainer Stiefelhagen 310 7 0 25 Sep 2024
SpaGBOL: Spatial-Graph-Based Orientated LocalisationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Tavis Shore Oscar Mendez Simon Hadfield 261 3 0 23 Sep 2024
Weakly-supervised Camera Localization by Ground-to-satellite Image RegistrationEuropean Conference on Computer Vision (ECCV), 2024 Yujiao Shi Hongdong Li Akhil Perincherry Ankit Vora SSL WSOL 434 11 0 10 Sep 2024
Temporal Attention for Cross-View Sequential Image LocalizationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024 Dong Yuan Frederic Maire Feras Dayoub 146 0 0 28 Aug 2024
Cross-View Geolocalization and Disaster Mapping with Street-View and VHR Satellite Imagery: A Case Study of Hurricane IANIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2024 Hao Li Fabian Deuser Wenping Yina Xuanshu Luo Paul Walther Gengchen Mai Wei Huang Martin Werner 251 19 0 13 Aug 2024
Cross-view image geo-localization with Panorama-BEV Co-Retrieval NetworkEuropean Conference on Computer Vision (ECCV), 2024 Junyan Ye Zhutao Lv Weijia Li Jinhua Yu Haote Yang Huaping Zhong Conghui He 316 30 0 10 Aug 2024
GAReT: Cross-view Video Geolocalization with Adapters and Auto-Regressive TransformersEuropean Conference on Computer Vision (ECCV), 2024 Manu S. Pillai Mamshad Nayeem Rizve M. Shah 236 4 0 05 Aug 2024
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution Dinh Phu Tran Dao Duy Hung Daeyoung Kim SupR 249 4 0 23 Jul 2024
Window-to-Window BEV Representation Learning for Limited FoV Cross-View Geo-localization Lei Cheng Teng Wang Lingquan Meng Changyin Sun 247 2 0 09 Jul 2024
PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search with Supplementary MaterialsACM Multimedia (ACM MM), 2023 Wenmiao Hu Yichen Zhang Yuxuan Liang Xianjing Han Yifang Yin Hannes Kruppa See-Kiong Ng Roger Zimmermann 3DPC 234 5 0 19 Jun 2024
Cross-view geo-localization: a surveyIEEE Access (IEEE Access), 2024 Abhilash Durgam Sidike Paheding Vikas Dhiman Vijay Devabhaktuni ObjD 300 10 0 14 Jun 2024
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization Anindya Sarkar Srikumar Sastry Aleksis Pirinen Chongjie Zhang Nathan Jacobs Yevgeniy Vorobeychik 290 11 0 04 Jun 2024
ProGEO: Generating Prompts through Image-Text Contrastive Learning for Visual Geo-localization Chen Mao Jingqi Hu 281 11 0 04 Jun 2024
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding Thanh-Dat Truong Utsav Prabhu Dongyi Wang Bhiksha Raj Susan Gauch J. Subbiah Khoa Luu 353 4 0 03 Jun 2024
GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language ModelInternational Conference on Machine Learning (ICML), 2024 Ling Li Yu Ye Yao Zhou Bingchuan Jiang Wei Zeng LRM VLM 226 26 0 03 Jun 2024
Adapting Fine-Grained Cross-View Localization to Areas without Fine Ground Truth Zimin Xia Yujiao Shi Hongdong Li Julian F. P. Kooij 266 12 0 01 Jun 2024
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality ModelsNeural Information Processing Systems (NeurIPS), 2024 Pengyue Jia Yiding Liu Xiaopeng Li Xiangyu Zhao Yuhao Wang Yantong Du Xiao Han Xuetao Wei Shuaiqiang Wang D. Yin DiffM 202 29 0 23 May 2024