Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition S Hausler, S Garg, M Xu, M Milford, T Fischer IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2021 | 325 | 2021 |
Semantics for Robotic Mapping, Perception and Interaction: A Survey S Garg, N Suenderhauf, F Dayoub, D Morrison, A Cosgun, G Carneiro, ... Foundations and Trends® in Robotics 8 (1), 1-222, 2020 | 135 | 2020 |
LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual Semantics S Garg, N Suenderhauf, M Milford Robotics: Science and Systems (RSS), Pittsburgh, PA, USA, June 26-30, 2018, 2018 | 132 | 2018 |
VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance Change M Zaffar, S Garg, S Ehsan, M Milford, J Kooij, D Flynn, K McDonald-Maier International Journal of Computer Vision (IJCV), 2021, 2021 | 125 | 2021 |
Sayplan: Grounding large language models using 3d scene graphs for scalable robot task planning K Rana, J Haviland, S Garg, J Abou-Chakra, I Reid, N Suenderhauf 7th Annual Conference on Robot Learning, 2023 | 107* | 2023 |
Where is your place, Visual Place Recognition? S Garg, T Fischer, M Milford International Joint Conference on Artificial Intelligence (IJCAI) 2021, 2021 | 106 | 2021 |
Semantic–geometric visual place recognition: a new perspective for reconciling opposing views S Garg, N Suenderhauf, M Milford The International Journal of Robotics Research (IJRR), 0278364919839761, 2019 | 92 | 2019 |
Don't Look Back: Robustifying Place Categorization for Viewpoint- and Condition-Invariant Place Recognition S Garg, N Suenderhauf, M Milford IEEE International Conference on Robotics and Automation (ICRA), 2018, 2018 | 87 | 2018 |
SeqNet: Learning Descriptors for Sequence-based Hierarchical Place Recognition S Garg, M Milford IEEE Robotics and Automation Letters (RA-L) 2021, 2021 | 83 | 2021 |
Zero-shot day-night domain adaptation with a physics prior A Lengyel, S Garg, M Milford, JC van Gemert Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 61 | 2021 |
Delta Descriptors: Change-Based Place Representation for Robust Visual Localization S Garg, B Harwood, G Anand, M Milford IEEE Robotics and Automation Letters (RA-L), 2020, 2020 | 46 | 2020 |
AnyLoc: Towards Universal Visual Place Recognition N Keetha, A Mishra, J Karhade, KM Jatavallabhula, S Scherer, M Krishna, ... IEEE Robotics and Automation Letters, 2023 | 45 | 2023 |
Product counting using images with application to robot-based retail stock assessment N Kejriwal, S Garg, S Kumar 2015 IEEE international conference on technologies for practical robot …, 2015 | 43 | 2015 |
Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation M Vankadari, S Garg, A Majumder, S Kumar, A Behera 16TH European Conference on Computer Vision (ECCV), 2020, 2020 | 40 | 2020 |
Improving condition-and environment-invariant place recognition with semantic place categorization S Garg, A Jacobson, S Kumar, M Milford 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017 | 34 | 2017 |
High-fidelity simulation for evaluating robotic vision performance J Skinner, S Garg, N Sünderhauf, P Corke, B Upcroft, M Milford 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2016 | 34 | 2016 |
Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded Representations S Garg, M Milford IEEE International Conference on Robotics and Automation (ICRA), 2020, 2020 | 31 | 2020 |
Multires-netvlad: Augmenting place recognition training with low-resolution imagery A Khaliq, M Milford, S Garg IEEE Robotics and Automation Letters 7 (2), 3882-3889, 2022 | 28 | 2022 |
RoRD: Rotation-Robust Descriptors and Orthographic Views for Local Feature Matching U Singh Parihar, A Gujarathi, K Mehta, S Tourani, S Garg, M Milford, ... IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2021, 2021 | 26 | 2021 |
OpenSeqSLAM2. 0: An Open Source Toolbox for Visual Place Recognition Under Changing Conditions B Talbot, S Garg, M Milford Intelligent Robots and Systems (IROS), 2018 IEEE/RSJ International Conference on, 2018 | 26 | 2018 |