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Cross-view geo-localization aims to estimate the location of a query ground image by matching it to a reference geo-tagged aerial images database.
ImageNet: A large-scale hierarchical image database
Deng, J.; Dong, W.; Socher, R.; Li, L.-J.; Li, K.; and Fei-Fei, L. 2009 · 2009
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Causality: Models, Reasoning and Inference
Pearl, J. 2009 · 2009
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Cross-View Image Geolocalization
Lin, T.-Y.; Belongie, S.; and Hays, J. 2013 · 2013
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Generative adversarial nets
Goodfellow, I.; Pouget-Abadie, J.; Mirza, M.; Xu, B.; Warde-Farley, D.; Ozair, S.; Courville, A.; and Bengio, Y. 2014 · 2014
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Learning Deep Representations for Ground-to-Aerial Geolocalization
Lin, T.-Y.; Cui, Y.; Belongie, S.; and Hays, J. 2015 · 2015
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Wide-Area Image Geolocalization With Aerial Reference Imagery
Workman, S.; Souvenir, R.; and Jacobs, N. 2015 · 2015
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Deep Residual Learning for Image Recognition
He, K.; Zhang, X.; Ren, S.; and Sun, J. 2016 · 2016
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Localizing and Orienting Street Views Using Overhead Imagery
Vo, N. N.; and Hays, J. 2016 · 2016
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Decoupled weight decay regularization
Loshchilov, I.; and Hutter, F. 2017 · 2017
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Attention is All you Need
Vaswani, A.; Shazeer, N.; Parmar, N.; Uszkoreit, J.; Jones, L.; Gomez, A. N.; Kaiser, L. u.; and Polosukhin, I. 2017 · 2017
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Augmented Reality Driving Using Semantic Geo-Registration
Chiu, H.-P.; Murali, V.; Villamil, R.; Kessler, G. D.; Samarasekera, S.; and Kumar, R. 2018 · 2018
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Cvm-net: Cross-view matching network for image-based ground-to-aerial geo-localization
Hu, S.; Feng, M.; Nguyen, R. M.; and Lee, G. H. 2018 · 2018
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Counterfactuals in Explainable Artificial Intelligence (XAI): Evidence from Human Reasoning
Byrne, R. M. 2019 · 2019
Cited alongside, same era.
Ground-to-Aerial Image Geo-Localization With a Hard Exemplar Reweighting Triplet Loss
Cai, S.; Guo, Y.; Khan, S.; Hu, J.; and Wen, G. 2019 · 2019
Cited alongside, same era.
Lending Orientation to Neural Networks for Cross-View Geo-Localization
Liu, L.; and Li, H. 2019 · 2019
Cited alongside, same era.
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Paszke, A.; Gross, S.; Massa, F.; Lerer, A.; Bradbury, J.; Chanan, G.; Killeen, T.; Lin, Z.; Gimelshein, N.; Antiga, L.; Desmaison, A.; Kopf, A.; Yang, E.; DeVito, Z.; Raison, M.; Tejani, A.; Chilamkurthy, S.; Steiner, B.; Fang, L.; Bai, J.; and Chintala, S. 2019 · 2019
Cited alongside, same era.
Bridging the Domain Gap for Ground-to-Aerial Image Matching
Regmi, K.; and Shah, M. 2019 · 2019
Cited alongside, same era.
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Dosovitskiy, A.; Beyer, L.; Kolesnikov, A.; Weissenborn, D.; Zhai, X.; Unterthiner, T.; Dehghani, M.; Minderer, M.; Heigold, G.; Gelly, S.; Uszkoreit, J.; and Houlsby, N. 2021 · 2021
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Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-Identification
Rao, Y.; Chen, G.; Lu, J.; and Zhou, J. 2021 · 2021
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Are These From the Same Place? Seeing the Unseen in Cross-View Image Geo-Localization
Rodrigues, R.; and Tani, M. 2021 · 2021
Later among the works it cites.
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization
Toker, A.; Zhou, Q.; Maximov, M.; and Leal-Taixe, L. 2021 · 2021
Later among the works it cites.
Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization
Wang, T.; Zheng, Z.; Yan, C.; Zhang, J.; Sun, Y.; Zheng, B.; and Yang, Y. 2021 · 2021
Later among the works it cites.
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UAV Pose Estimation using Cross-view Geolocalization with Satellite Imagery
Shetty, A.; and Gao, G. X. 2019 · 2019
Cited alongside, same era.
Spatial-aware feature aggregation for image based cross-view geo-localization
Shi, Y.; Liu, L.; Yu, X.; and Li, H. 2019 · 2019
Cited alongside, same era.
Competitive multi-agent deep reinforcement learning with counterfactual thinking
Wang, Y.; Wan, Y.; Zhang, C.; Bai, L.; Cui, L.; and Yu, P. 2019 · 2019
Cited alongside, same era.
Counterfactual Vision and Language Learning
Abbasnejad, E.; Teney, D.; Parvaneh, A.; Shi, J.; and Hengel, A. v. d. 2020 · 2020
Cited alongside, same era.
CoPhy: Counterfactual Learning of Physical Dynamics
Baradel, F.; Neverova, N.; Mille, J.; Mori, G.; and Wolf, C. 2020 · 2020
Cited alongside, same era.
University-1652: A Multi-View Multi-Source Benchmark for Drone-Based Geo-Localization
Zheng, Z.; Wei, Y.; and Yang, Y. 2020 · 2020
Cited alongside, same era.
Where Am I Looking At? Joint Location and Orientation Estimation by Cross-View Matching
Shi, Y.; Yu, X.; Campbell, D.; and Li, H. 2020a
Cited in the paper.
Wilson, D.; Zhang, X.; Sultani, W.; and Wshah, S. 2021 · 2021
Later among the works it cites.
Cross-view Geo-localization with Layer-to-Layer Transformer
Yang, H.; Lu, X.; and Zhu, Y. 2021 · 2021
Later among the works it cites.
Global Assists Local: Effective Aerial Representations for Field of View Constrained Image Geo-Localization
Rodrigues, R.; and Tani, M. 2022 · 2022
Closest in time.
TransGeo: Transformer Is All You Need for Cross-View Image Geo-Localization
Zhu, S.; Shah, M.; and Chen, C. 2022 · 2022
Closest in time.
Satellite image-based localization via learned embeddings
Kim, D.-K.; and Walter, M. R. 2017 · 2080
Closest in time.
Soft Exemplar Highlighting for Cross-View Image-Based Geo-Localization
Guo, Y.; Choi, M.; Li, K.; Boussaid, F.; and Bennamoun, M. 2022 · 2094
Closest in time.