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.spyproject | ||
.idea |
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MIT License | ||
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||
Copyright (c) 2023 Gabriele Berton | ||
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||
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. |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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}, | ||
} |
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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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