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2 changes: 2 additions & 0 deletions .gitignore
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.spyproject
.idea
21 changes: 21 additions & 0 deletions LICENSE
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MIT License

Copyright (c) 2023 Gabriele Berton

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
183 changes: 181 additions & 2 deletions README.md

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6 changes: 6 additions & 0 deletions citations/Alibey_2022_gsvcities.txt
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@article{Alibey_2022_gsvcities,
title={GSV-Cities: Toward appropriate supervised visual place recognition},
author={Ali-bey, Amar and Chaib-draa, Brahim and Giguere, Philippe},
journal={Neurocomputing},
year={2022},
}
6 changes: 6 additions & 0 deletions citations/Alibey_2023_mixvpr.txt
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@inproceedings{Alibey_2023_mixvpr,
title={MixVPR: Feature Mixing for Visual Place Recognition},
author={Ali-bey, Amar and Chaib-draa, Brahim and Giguere, Philippe},
booktitle={IEEE Winter Conference on Applications of Computer Vision (WACV)},
year={2023},
}
6 changes: 6 additions & 0 deletions citations/Arandjelovic_2016_NetVLAD.txt
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@inproceedings{Arandjelovic_2016_NetVLAD,
title={{NetVLAD}: {CNN} Architecture for Weakly Supervised Place Recognition},
author={{Arandjelović}, Relja and Gronat, Petr and Torii, Akihiko and Pajdla, Tomas and Sivic, Josef},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year={2016},
}
6 changes: 6 additions & 0 deletions citations/Asha_2019_todaygan.txt
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@inproceedings{Asha_2019_todaygan,
title={Night-to-day image translation for retrieval-based localization},
author={Anoosheh, Asha and Sattler, Torsten and Timofte, Radu and Pollefeys, Marc and Van Gool, Luc},
booktitle={IEEE International Conference on Robotics and Automation (ICRA)},
year={2019},
}
6 changes: 6 additions & 0 deletions citations/Barbarani_2023_reranking_benchmark.txt
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@inproceedings{Barbarani_2023_reranking_benchmark,
title={Are Local Features All You Need for Cross-Domain Visual Place Recognition?},
author={Barbarani, Giovanni and Mostafa, Mohamad and Bayramov, Hajali and Trivigno, Gabriele and Berton, Gabriele and Masone, Carlo and Caputo, Barbara},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
year={2023},
}
6 changes: 6 additions & 0 deletions citations/Barros_2022_Survey.txt
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@article{Barros_2022_Survey,
title={Place recognition survey: An update on deep learning approaches},
author={Tiago Barros, Ricardo Pereira, Luís Garrote, Cristiano Premebida, Urbano J. Nunes},
journal={ArXiv},
year={2022},
}
6 changes: 6 additions & 0 deletions citations/Berton_2021_geowarp.txt
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@inproceedings{Berton_2021_geowarp,
title={Viewpoint Invariant Dense Matching for Visual Geolocalization},
author={Berton, Gabriele and Masone, Carlo and Paolicelli, Valerio and Caputo, Barbara},
booktitle={IEEE International Conference on Computer Vision (ICCV)},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Berton_2021_svox.txt
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@inproceedings{Berton_2021_svox,
title={Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach},
author={Berton, Gabriele and Paolicelli, Valerio and Masone, Carlo and Caputo, Barbara},
booktitle={IEEE Winter Conference on Applications of Computer Vision (WACV)},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Berton_2022_benchmark_berton.txt
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@inproceedings{Berton_2022_benchmark_berton,
title={Deep Visual Geo-localization Benchmark},
author={Berton, Gabriele and Mereu, Riccardo and Trivigno, Gabriele and Masone, Carlo and Csurka, Gabriela and Sattler, Torsten and Caputo, Barbara},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2022},
}
6 changes: 6 additions & 0 deletions citations/Berton_2022_cosPlace.txt
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@inproceedings{Berton_2022_cosPlace,
title={Rethinking Visual Geo-localization for Large-Scale Applications},
author={Berton, Gabriele and Masone, Carlo and Caputo, Barbara},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2022},
}
6 changes: 6 additions & 0 deletions citations/Berton_2023_EigenPlaces.txt
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@inproceedings{Berton_2023_EigenPlaces,
title={EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition},
author={Berton, Gabriele and Trivigno, Gabriele and Masone, Carlo and Caputo, Barbara},
booktitle={IEEE International Conference on Computer Vision (ICCV)},
year={2023},
}
6 changes: 6 additions & 0 deletions citations/Cao_2020_delg.txt
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@inproceedings{Cao_2020_delg,
title={Unifying Deep Local and Global Features for Image Search},
author={B. Cao and A. Araujo and J. Sim},
booktitle={European Conference on Computer Vision (ECCV)},
year={2020},
}
6 changes: 6 additions & 0 deletions citations/CarlevarisBianco_2016_nclt.txt
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@article{CarlevarisBianco_2016_nclt,
title={University of Michigan North Campus long-term vision and lidar dataset},
author={N. {Carlevaris-Bianco} and A. K. Ushani and R. M. Eustice},
journal={The International Journal of Robotics Research},
year={2016},
}
6 changes: 6 additions & 0 deletions citations/Chen_2011_san_francisco_landmark.txt
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@inproceedings{Chen_2011_san_francisco_landmark,
title={City-scale landmark identification on mobile devices},
author={D. M. {Chen} and G. {Baatz} and K. {Köser} and S. S. {Tsai} and R. {Vedantham} and T. {Pylvänäinen} and K. {Roimela} and X. {Chen} and J. {Bach} and M. {Pollefeys} and B. {Girod} and R. {Grzeszczuk},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2011},
}
6 changes: 6 additions & 0 deletions citations/Cheng_2020_Unifying.txt
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@article{Cheng_2020_Unifying,
title={Unifying Visual Localization and Scene Recognition for People With Visual Impairment},
author={R. {Cheng} and K. {Wang} and J. {Bai} and Z. {Xu},
journal={IEEE Access},
year={2020},
}
6 changes: 6 additions & 0 deletions citations/Cummins_2009_eynsham.txt
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@inproceedings{Cummins_2009_eynsham,
title={Highly scalable appearance-only SLAM - FAB-MAP 2.0},
author={M. Cummins and P. Newman},
booktitle={Robotics: Science and Systems (RSS)},
year={2009},
}
6 changes: 6 additions & 0 deletions citations/Doan_2019_scalable.txt
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@inproceedings{Doan_2019_scalable,
title={Scalable Place Recognition Under Appearance Change for Autonomous Driving},
author={A. D. Doan and Y. Latif and T.-J. Chin and Y. Liu and T.-T. Do and I. Reid},
booktitle={IEEE International Conference on Computer Vision (ICCV)},
year={2019},
}
6 changes: 6 additions & 0 deletions citations/Dusmanu_2019_D2Net.txt
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@inproceedings{Dusmanu_2019_D2Net,
title={D2-Net: A Trainable CNN for Joint Detection and Description of Local Features},
author={Dusmanu, Mihai and Rocco, Ignacio and Pajdla, Tomas and Pollefeys, Marc and Sivic, Josef and Torii, Akihiko and Sattler, Torsten},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2019},
}
6 changes: 6 additions & 0 deletions citations/Fu_2023_matc_net.txt
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@article{Fu_2023_matc_net,
title={MATC-Net: Learning compact sequence representation for hierarchical loop closure detection},
author={Fuji Fu and Jinfu Yang and Jiahui Zhang and Jiaqi Ma},
journal={Engineering Applications of Artificial Intelligence},
year={2023},
}
6 changes: 6 additions & 0 deletions citations/Fuwen_2021_reranking_transformers.txt
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@inproceedings{Fuwen_2021_reranking_transformers,
title={Instance-level Image Retrieval using Reranking Transformers},
author={Fuwen Tan and Jiangbo Yuan and Vicente Ordonez},
booktitle={IEEE International Conference on Computer Vision (ICCV)},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Garg_2019_semanticGeometric.txt
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@article{Garg_2019_semanticGeometric,
title={Semantic–geometric visual place recognition: a new perspective for reconciling opposing views},
author={S. Garg and N. Suenderhauf and M. Milford},
journal={The International Journal of Robotics Research},
year={2019},
}
6 changes: 6 additions & 0 deletions citations/Garg_2021_SeqNet.txt
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@article{Garg_2021_SeqNet,
title={SeqNet: Learning Descriptors for Sequence-based Hierarchical Place Recognition},
author={Garg, Sourav and Milford, Michael},
journal={IEEE Robotics and Automation Letters},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Garg_2021_Survey.txt
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@article{Garg_2021_Survey,
title={Where is your place, Visual Place Recognition?},
author={Sourav Garg and Tobias Fischer and Michael Milford},
journal={ArXiv},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Ge_2020_sfrs.txt
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@inproceedings{Ge_2020_sfrs,
title={Self-supervising Fine-Grained Region Similarities for Large-Scale Image Localization},
author={Ge, Yixiao and Wang, Haibo and Zhu, Feng and Zhao, Rui and Li, Hongsheng},
booktitle={European Conference on Computer Vision (ECCV)},
year={2020},
}
6 changes: 6 additions & 0 deletions citations/Geiger_2013_kitti.txt
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@article{Geiger_2013_kitti,
title={Vision meets robotics: The KITTI dataset},
author={A Geiger and P Lenz and C Stiller and R Urtasun},
journal={The International Journal of Robotics Research},
year={2013},
}
6 changes: 6 additions & 0 deletions citations/Gronat_2013_cvpr_pitts.txt
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@inproceedings{Gronat_2013_cvpr_pitts,
title={Learning and Calibrating Per-Location Classifiers for Visual Place Recognition},
author={Gronat, Petr and Obozinski, Guillaume and Sivic, Josef and Pajdla, Tomá},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2013},
}
6 changes: 6 additions & 0 deletions citations/Hausler_2019_fusion.txt
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@article{Hausler_2019_fusion,
title={Multi-Process Fusion: Visual Place Recognition Using Multiple Image Processing Methods},
author={S. {Hausler} and A. {Jacobson} and M. {Milford},
journal={IEEE Robotics and Automation Letters (RAL)},
year={2019},
}
6 changes: 6 additions & 0 deletions citations/Hausler_2021_patch_netvlad.txt
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@inproceedings{Hausler_2021_patch_netvlad,
title={Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition},
author={Hausler, Stephen and Garg, Sourav and Xu, Ming and Milford, Michael and Fischer, Tobias},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Hays_2008_im2gps.txt
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@inproceedings{Hays_2008_im2gps,
title={im2gps: estimating geographic information from a single image},
author={James Hays and Alexei A. Efros},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2008},
}
6 changes: 6 additions & 0 deletions citations/Ibrahimi_2021_insideout_vpr.txt
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@inproceedings{Ibrahimi_2021_insideout_vpr,
title={Inside Out Visual Place Recognition},
author={Sarah Ibrahimi and Nanne van Noord and Tim Alpherts and Marcel Worring},
booktitle={British Machine Vision Conference (BMVC)},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Keetha_2023_AnyLoc.txt
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@article{Keetha_2023_AnyLoc,
title={AnyLoc: Towards Universal Visual Place Recognition},
author={Nikhil Keetha and Avneesh Mishra and Jay Karhade and Krishna Murthy Jatavallabhula and Sebastian Scherer and Madhava Krishna and Sourav Garg},
journal={arXiv},
year={2023},
}
6 changes: 6 additions & 0 deletions citations/Kim_2017_crn.txt
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@inproceedings{Kim_2017_crn,
title={Learned Contextual Feature Reweighting for Image Geo-Localization},
author={Kim, Hyo Jin and Dunn, Enrique and Frahm, Jan-Michael},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2017},
}
6 changes: 6 additions & 0 deletions citations/Knopp_2010_geotagged_streetview.txt
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@inproceedings{Knopp_2010_geotagged_streetview,
title={Avoiding confusing features in place recognition},
author={Knopp, J. and Sivic, J. and Pajdla, T.},
booktitle={European Conference on Computer Vision (ECCV)},
year={2010},
}
6 changes: 6 additions & 0 deletions citations/Kordopatis_2021_EfficientNetGeoloc.txt
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@article{Kordopatis_2021_EfficientNetGeoloc,
title={Leveraging EfficientNet and Contrastive Learning for Accurate Global-scale Location Estimation},
author={Giorgos Kordopatis-Zilos and Panagiotis Galopoulos and S. Papadopoulos and Y. Kompatsiaris},
journal={ACM International Conference on Multimedia Retrieval (ICMR)},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Lee_2022_cvnet.txt
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@inproceedings{Lee_2022_cvnet,
title={Correlation Verification for Image Retrieval},
author={Lee, Seongwon and Seong, Hongje and Lee, Suhyeon and Kim, Euntai},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2022},
}
6 changes: 6 additions & 0 deletions citations/Leyvavallina_2021_gcl.txt
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@article{Leyvavallina_2021_gcl,
title={Data-efficient Large Scale Place Recognition with Graded Similarity Supervision},
author={María Leyva-Vallina and Nicola Strisciuglio and Nicolai Petkov},
journal={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2023},
}
6 changes: 6 additions & 0 deletions citations/Liu_2019_sare.txt
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@inproceedings{Liu_2019_sare,
title={Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization},
author={Liu, Liu and Li, Hongdong and Dai, Yuchao},
booktitle={IEEE International Conference on Computer Vision (ICCV)},
year={2019},
}
6 changes: 6 additions & 0 deletions citations/Liu_2021_densernet.txt
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@article{Liu_2021_densernet,
title={DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation},
author={Liu, Dongfang and Cui, Yiming and Yan, Liqi and Mousas, Christos and Yang, Baijian and Chen, Yingjie},
journal={Association for the Advancement of Artificial Intelligence (AAAI)},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Lowry_2016_Survey.txt
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@article{Lowry_2016_Survey,
title={Visual Place Recognition: A Survey},
author={Lowry, Stephanie and Saunderhauf, Niko and Newman, Paul and Leonard, John J. and Cox, David and Corke, Peter and Milford, Michael J.},
journal={IEEE Transactions on Robotics},
year={2016},
}
6 changes: 6 additions & 0 deletions citations/Maddern_2017_robotCar.txt
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@article{Maddern_2017_robotCar,
title={1 Year, 1000km: The Oxford RobotCar Dataset},
author={W. Maddern and G. Pascoe and C. Linegar and P. Newman},
journal={The International Journal of Robotics Research},
year={2017},
}
6 changes: 6 additions & 0 deletions citations/Masone_2021_survey.txt
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@article{Masone_2021_survey,
title={A Survey on Deep Visual Place Recognition},
author={Masone, Carlo and Caputo, Barbara},
journal={IEEE Access},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Mereu_2022_SeqVLAD.txt
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@article{Mereu_2022_SeqVLAD,
title={Learning Sequential Descriptors for Sequence-Based Visual Place Recognition},
author={Mereu, Riccardo and Trivigno, Gabriele and Berton, Gabriele and Masone, Carlo and Caputo, Barbara},
journal={IEEE Robotics and Automation Letters},
year={2022},
}
6 changes: 6 additions & 0 deletions citations/Milford_2008_st_lucia.txt
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@article{Milford_2008_st_lucia,
title={Mapping a Suburb With a Single Camera Using a Biologically Inspired SLAM System},
author={Michael Milford and G. Wyeth},
journal={IEEE Transactions on Robotics},
year={2008},
}
6 changes: 6 additions & 0 deletions citations/Milford_2012_SeqSLAM.txt
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@inproceedings{Milford_2012_SeqSLAM,
title={SeqSLAM: Visual route-based navigation for sunny summer days and stormy winter nights},
author={Milford, Michael J. and Wyeth, Gordon. F.},
booktitle={2012 IEEE International Conference on Robotics and Automation},
year={2012},
}
6 changes: 6 additions & 0 deletions citations/Muller_2018_hierarchical_geolocation.txt
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@inproceedings{Muller_2018_hierarchical_geolocation,
title={Geolocation Estimation of Photos Using a Hierarchical Model and Scene Classification},
author={Muller-Budack, Eric and Pustu-Iren, Kader and Ewerth, Ralph},
booktitle={European Conference on Computer Vision (ECCV)},
year={2018},
}
6 changes: 6 additions & 0 deletions citations/Noh_2017_delf.txt
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@inproceedings{Noh_2017_delf,
title={Large-Scale Image Retrieval with Attentive Deep Local Features},
author={Noh, Hyeonwoo and Araujo, Andre and Sim, Jack and Weyand, Tobias and Han, Bohyung},
booktitle={IEEE International Conference on Computer Vision (ICCV)},
year={2017},
}
6 changes: 6 additions & 0 deletions citations/Paolicelli_2022_Semantic_VPR.txt
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@inproceedings{Paolicelli_2022_Semantic_VPR,
title={Learning Semantics for Visual Place Recognition through Multi-Scale Attention},
author={Paolicelli, Valerio and Tavera, Antonio and Masone, Carlo and Berton, Gabriele and Caputo, Barbara},
booktitle={International Conference on Image Analysis and Processing (ICIAP)},
year={2022},
}
6 changes: 6 additions & 0 deletions citations/Peng_2021_appsvr.txt
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@inproceedings{Peng_2021_appsvr,
title={Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition},
author={Peng, Guohao and Zhang, Jun and Li, Heshan and Wang, Danwei},
booktitle={IEEE International Conference on Computer Vision (ICCV)},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Peng_2021_sralNet.txt
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@inproceedings{Peng_2021_sralNet,
title={Semantic Reinforced Attention Learning for Visual Place Recognition},
author={Guohao Peng and Yufeng Yue and Jun Zhang and Zhenyu Wu and Xiaoyu Tang and Danwei Wang},
booktitle={IEEE International Conference on Robotics and Automation (ICRA)},
year={2021},
}
6 changes: 6 additions & 0 deletions citations/Pion_2020_benchmark_VisLoc.txt
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@inproceedings{Pion_2020_benchmark_VisLoc,
title={Benchmarking Image Retrieval for Visual Localization},
author={Pion, Noe and Humenberger, Martin and Csurka, Gabriela and Cabon, Yohann and Sattler, Torsten},
booktitle={INTERNATIONAL CONFERENCE ON 3D VISION (3DV)},
year={2020},
}
6 changes: 6 additions & 0 deletions citations/Pramanick_2022_transformer_geoloc.txt
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@inproceedings{Pramanick_2022_transformer_geoloc,
title={Where in the World is this Image? Transformer-based Geo-localization in the Wild},
author={Pramanick, Shraman and Nowara, Ewa M and Gleason, Joshua and Castillo, Carlos D and Chellappa, Rama},
booktitle={European Conference on Computer Vision (ECCV)},
year={2022},
}
6 changes: 6 additions & 0 deletions citations/Revaud_2019_r2d2.txt
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@inproceedings{Revaud_2019_r2d2,
title={R2D2: Repeatable and Reliable Detector and Descriptor},
author={Jerome Revaud and Philippe Weinzaepfel and C{'{e}}sar Roberto de Souza and Martin Humenberger},
booktitle={Conference on Neural Information Processing Systems (NeurIPS)},
year={2019},
}
6 changes: 6 additions & 0 deletions citations/Ros_2016_synthia.txt
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@inproceedings{Ros_2016_synthia,
title={The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes},
author={G. Ros and L. Sellart and J. Materzynska and D. Vazquez and Lopez and M. Antonio},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2016},
}
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