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We present SIREN for registration of multi-robot Gaussian Splatting (GSplat) maps, with zero access to camera poses, images, and inter-map transforms for initialization or fusion of local submaps.
Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography
Martin A Fischler and Robert C Bolles · 1981
Earlier work this paper cites.
Least-squares estimation of transformation parameters between two point patterns
Shinji Umeyama · 1991
Earlier work this paper cites.
Method for registration of 3-d shapes
Paul J Besl and Neil D McKay · 1992
Earlier work this paper cites.
Object modelling by registration of multiple range images
Yang Chen and Gérard Medioni · 1992
Earlier work this paper cites.
Efficient variants of the icp algorithm
Szymon Rusinkiewicz and Marc Levoy · 2001
Earlier work this paper cites.
Fast point feature histograms (fpfh) for 3d registration
Radu Bogdan Rusu, Nico Blodow, and Michael Beetz · 2009
Earlier work this paper cites.
Registration of 3d point clouds and meshes: A survey from rigid to nonrigid
Gary KL Tam, Zhi-Quan Cheng, Yu-Kun Lai, Frank C Langbein, Yonghuai Liu, David Marshall, Ralph R Martin, Xian-Fang Sun, and Paul L Rosin · 2012
Earlier work this paper cites.
Sparse iterative closest point
Sofien Bouaziz, Andrea Tagliasacchi, and Mark Pauly · 2013
Earlier work this paper cites.
Registration with the point cloud library: A modular framework for aligning in 3-d
Dirk Holz, Alexandru E Ichim, Federico Tombari, Radu B Rusu, and Sven Behnke · 2015
Earlier work this paper cites.
Netvlad: Cnn architecture for weakly supervised place recognition
Relja Arandjelovic, Petr Gronat, Akihiko Torii, Tomas Pajdla, and Josef Sivic · 2016
Earlier work this paper cites.
Structure-from-motion revisited
Johannes L Schonberger and Jan-Michael Frahm · 2016
Earlier work this paper cites.
Fast global registration
Qian-Yi Zhou, Jaesik Park, and Vladlen Koltun · 2016
Earlier work this paper cites.
Image matching using sift, surf, brief and orb: performance comparison for distorted images
Ebrahim Karami, Siva Prasad, and Mohamed Shehata · 2017
Earlier work this paper cites.
Colored point cloud registration revisited
Jaesik Park, Qian-Yi Zhou, and Vladlen Koltun · 2017
Earlier work this paper cites.
Deep closest point: Learning representations for point cloud registration
Yue Wang and Justin M Solomon · 2019
Earlier work this paper cites.
Superglue: Learning feature matching with graph neural networks
Paul-Edouard Sarlin, Daniel DeTone, Tomasz Malisiewicz, and Andrew Rabinovich · 2020
Earlier work this paper cites.
Nerf++: Analyzing and improving neural radiance fields
Kai Zhang, Gernot Riegler, Noah Snavely, and Vladlen Koltun · 2020
Earlier work this paper cites.
Emerging properties in self-supervised vision transformers
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, and Armand Joulin · 2021
Earlier work this paper cites.
Robust point cloud registration framework based on deep graph matching
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Open-vocabulary object detection via vision and language knowledge distillation
Xiuye Gu, Tsung-Yi Lin, Weicheng Kuo, and Yin Cui · 2021
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Nerf: Representing scenes as neural radiance fields for view synthesis
Ben Mildenhall, Pratul P Srinivasan, Matthew Tancik, Jonathan T Barron, Ravi Ramamoorthi, and Ren Ng · 2021
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Clipcap: Clip prefix for image captioning
Ron Mokady, Amir Hertz, and Amit H Bermano · 2021
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
Cited alongside, same era.
Geotransformer: Fast and robust point cloud registration with geometric transformer
Zheng Qin, Hao Yu, Changjian Wang, Yulan Guo, Yuxing Peng, Slobodan Ilic, Dewen Hu, and Kai Xu · 2023
Later among the works it cites.
Language embedded radiance fields for zero-shot task-oriented grasping
Adam Rashid, Satvik Sharma, Chung Min Kim, Justin Kerr, Lawrence Yunliang Chen, Angjoo Kanazawa, and Ken Goldberg · 2023
Later among the works it cites.
Distilled feature fields enable few-shot language-guided manipulation
William Shen, Ge Yang, Alan Yu, Jansen Wong, Leslie Pack Kaelbling, and Phillip Isola · 2023
Later among the works it cites.
Nerfstudio: A modular framework for neural radiance field development
Matthew Tancik, Ethan Weber, Evonne Ng, Ruilong Li, Brent Yi, Terrance Wang, Alexander Kristoffersen, Jake Austin, Kamyar Salahi, Abhik Ahuja, et al · 2023
Later among the works it cites.
Splat-nav: Safe real-time robot navigation in gaussian splatting maps
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2d gaussian splatting for geometrically accurate radiance fields
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