Geometric Loss Functions for Camera Pose Regression with Deep Learning

2 April 2017

Alex Kendall

Papers citing "Geometric Loss Functions for Camera Pose Regression with Deep Learning"

50 / 365 papers shown

Title
MobileARLoc: On-device Robust Absolute Localisation for Pervasive Markerless Mobile AR Changkun Liu Yukun Zhao Tristan Braud 27 2 0 21 Jan 2024
PNeRFLoc: Visual Localization with Point-based Neural Radiance Fields Boming Zhao Luwei Yang Mao Mao Hujun Bao Zhaopeng Cui 35 11 0 17 Dec 2023
Implicit Learning of Scene Geometry from Poses for Global Localization Mohammad Altillawi Shile Li Sai Manoj Prakhya Ziyuan Liu Joan Serrat SSL 25 2 0 04 Dec 2023
Global Localization: Utilizing Relative Spatio-Temporal Geometric Constraints from Adjacent and Distant Cameras Mohammad Altillawi Zador Pataki Shile Li Ziyuan Liu 11 1 0 01 Dec 2023
Improving Efficiency of DNN-based Relocalization Module for Autonomous Driving with Server-side Computing Dengbo Li Jieren Cheng Boyi Liu 41 2 0 01 Dec 2023
360Loc: A Dataset and Benchmark for Omnidirectional Visual Localization with Cross-device Queries Huajian Huang Changkun Liu Yipeng Zhu Hui Cheng Tristan Braud Sai-Kit Yeung 46 9 0 29 Nov 2023
A Survey on Monocular Re-Localization: From the Perspective of Scene Map Representation Jinyu Miao Kun Jiang Tuopu Wen Yunlong Wang Peijing Jia ... Qian Cheng Zhongyang Xiao Jin Huang Zhihua Zhong Diange Yang 26 6 0 27 Nov 2023
Initialisation of Autonomous Aircraft Visual Inspection Systems via CNN-Based Camera Pose Estimation Xueyan Oh Leonard Kin Yung Loh Shaohui Foong Zhong Bao Andy Koh Kow Leong Ng Poh Kang Tan Pei Lin Pearlin Toh U-Xuan Tan 21 1 0 06 Nov 2023
FocusTune: Tuning Visual Localization through Focus-Guided Sampling Son Tung Nguyen Alejandro Fontan Michael Milford Tobias Fischer 39 11 0 06 Nov 2023
Leveraging Neural Radiance Fields for Uncertainty-Aware Visual Localization Le Chen Weirong Chen Rui Wang Marc Pollefeys UQCV 35 8 0 10 Oct 2023
NeRF-VINS: A Real-time Neural Radiance Field Map-based Visual-Inertial Navigation System Saimouli Katragadda W. Lee Yuxiang Peng Patrick Geneva Chuchu Chen Chao Guo Mingyang Li Guoquan Huang 16 10 0 17 Sep 2023
EP2P-Loc: End-to-End 3D Point to 2D Pixel Localization for Large-Scale Visual Localization Minjung Kim Junseo Koo Gunhee Kim 3DPC 20 8 0 14 Sep 2023
Deep Learning for Visual Localization and Mapping: A Survey Changhao Chen Bing Wang Chris Xiaoxuan Lu Niki Trigoni Andrew Markham HAI 43 25 0 27 Aug 2023
Coarse-to-Fine Multi-Scene Pose Regression with Transformers Yoli Shavit Ron Ferens Y. Keller ViT 39 13 0 22 Aug 2023
Seeing the Intangible: Survey of Image Classification into High-Level and Abstract Categories Delfina Sol Martinez Pandiani Valentina Presutti 14 1 0 21 Aug 2023
3D Model-free Visual Localization System from Essential Matrix under Local Planar Motion Yanmei Jiao Bin Zhang Pengyu Jiang Chaoqun Wang R. Xiong Yue Wang 27 0 0 18 Aug 2023
Improving 3D Pose Estimation for Sign Language Maksym Ivashechkin Oscar Alejandro Mendez Maldonado Richard Bowden 3DH 16 9 0 18 Aug 2023
KS-APR: Keyframe Selection for Robust Absolute Pose Regression Changkun Liu Yukun Zhao Tristan Braud 36 0 0 10 Aug 2023
Robust Localization with Visual-Inertial Odometry Constraints for Markerless Mobile AR Changkun Liu Yukun Zhao Tristan Braud 40 0 0 10 Aug 2023
SACReg: Scene-Agnostic Coordinate Regression for Visual Localization Jérôme Revaud Yohann Cabon Romain Brégier Jongmin Lee Philippe Weinzaepfel 27 10 0 21 Jul 2023
Lazy Visual Localization via Motion Averaging Siyan Dong Shaohui Liu Hengkai Guo Bin Chen Marc Pollefeys 43 5 0 19 Jul 2023
Large-Scale Person Detection and Localization using Overhead Fisheye Cameras Lu Yang Liulei Li Xueshi Xin Yifan Sun Q. Song Wenguan Wang 31 14 0 17 Jul 2023
Boosting 3-DoF Ground-to-Satellite Camera Localization Accuracy via Geometry-Guided Cross-View Transformer Yujiao Shi Fei Wu Akhil Perincherry Ankit Vora Hongdong Li ViT 37 33 0 16 Jul 2023
Energy-Based Models for Cross-Modal Localization using Convolutional Transformers Alan Wu Michael S. Ryoo 39 3 0 06 Jun 2023
Synfeal: A Data-Driven Simulator for End-to-End Camera Localization Daniel Coelho Miguel Oliveira Paulo Dias 32 0 0 29 May 2023
Accelerated Coordinate Encoding: Learning to Relocalize in Minutes using RGB and Poses Eric Brachmann Tommaso Cavallari V. Prisacariu 36 63 0 23 May 2023
A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects Leo Pauly Wassim Rharbaoui Carl Shneider A. Rathinam Vincent Gaudillière Djamila Aouada 28 45 0 12 May 2023
Eiffel Tower: A Deep-Sea Underwater Dataset for Long-Term Visual Localization Clémentin Boittiaux C. Dune Maxime Ferrera A. Arnaubec R. Marxer M. Matabos Loïc Van Audenhaege Vincent Hugel MDE 25 10 0 09 May 2023
Hierarchical Visual Localization Based on Sparse Feature Pyramid for Adaptive Reduction of Keypoint Map Size Andrei Potapov Mikhail Kurenkov Pavel A. Karpyshev E. Yudin A. Savinykh Evgeny Kruzhkov Dzmitry Tsetserukou 21 0 0 08 May 2023
HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer Shuzhe Wang Zakaria Laskar Iaroslav Melekhov Xiaotian Li Yi Zhao Giorgos Tolias Arno Solin 40 19 0 05 May 2023
CoPR: Towards Accurate Visual Localization With Continuous Place-descriptor Regression Mubariz Zaffar Liangliang Nan Julian F. P. Kooij 27 2 0 14 Apr 2023
3DoF Localization from a Single Image and an Object Map: the Flatlandia Problem and Dataset M. Toso M. Taiana Stuart James Alessio Del Bue 32 0 0 13 Apr 2023
Visual Localization using Imperfect 3D Models from the Internet Vojtech Panek Zuzana Kukelova Torsten Sattler 36 17 0 12 Apr 2023
SGL: Structure Guidance Learning for Camera Localization Xudong Zhang Shuang Gao Xiaohu Nan Haikuan Ning Yuchen Yang Yishan Ping Jixiang Wan Shuzhou Dong Jijunnan Li Yandong Guo 30 0 0 12 Apr 2023
3D Line Mapping Revisited Shaohui Liu Yifan Yu Rémi Pautrat Marc Pollefeys Viktor Larsson 3DV 3DPC 40 37 0 30 Mar 2023
DIME-Net: Neural Network-Based Dynamic Intrinsic Parameter Rectification for Cameras with Optical Image Stabilization System Shu-Hao Yeh Shuangyun Xie Di Wang Wei Yan Dezhen Song 38 1 0 20 Mar 2023
Neural Refinement for Absolute Pose Regression with Feature Synthesis Shuai Chen Yash Bhalgat Xinghui Li Jiawang Bian Kejie Li Zirui Wang V. Prisacariu 29 18 0 17 Mar 2023
MELON: NeRF with Unposed Images in SO(3) A. Levy Mark J. Matthews Matan Sela Gordon Wetzstein Dmitry Lagun 48 1 0 14 Mar 2023
FusionLoc: Camera-2D LiDAR Fusion Using Multi-Head Self-Attention for End-to-End Serving Robot Relocalization Jieun Lee Hakjun Lee Ji-Yong Oh 3DPC 27 7 0 13 Mar 2023
Learning to Localize in Unseen Scenes with Relative Pose Regressors Ofer Idan Yoli Shavit Y. Keller 36 2 0 05 Mar 2023
HyperPose: Hypernetwork-Infused Camera Pose Localization and an Extended Cambridge Landmarks Dataset Ron Ferens Y. Keller ViT 33 0 0 05 Mar 2023
A Laplace-inspired Distribution on SO(3) for Probabilistic Rotation Estimation Yingda Yin Yang Wang He Wang Bin Chen 17 12 0 03 Mar 2023
SU-Net: Pose estimation network for non-cooperative spacecraft on-orbit Huiyu Gao Zhihui Li Depeng Dang Ning Wang Jing Yang 36 10 0 21 Feb 2023
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks Xueye Zheng Yexin Liu Yunfan Lu Tongyan Hua Tianbo Pan Weiming Zhang Dacheng Tao Lin Wang AI4TS BDL 3DV 52 84 0 17 Feb 2023
CGA-PoseNet: Camera Pose Regression via a 1D-Up Approach to Conformal Geometric Algebra Alberto Pepe Joan Lasenby 32 5 0 10 Feb 2023
A Probabilistic Framework for Visual Localization in Ambiguous Scenes Fereidoon Zangeneh Leonard Bruns A. Dekel Alessandro Pieropan Patric Jensfelt 23 9 0 05 Jan 2023
Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination Juan Ignacio Bravo Pérez-Villar Álvaro García-Martín Jesús Bescós 35 15 0 27 Dec 2022
Fast and Lightweight Scene Regressor for Camera Relocalization Thuan Bui Bach D. Tran Joo-Ho Lee 28 4 0 04 Dec 2022
Leveraging Image Matching Toward End-to-End Relative Camera Pose Regression Fadi Khatib Yuval Margalit Meirav Galun Ronen Basri 33 2 0 27 Nov 2022
RobustLoc: Robust Camera Pose Regression in Challenging Driving Environments Sijie Wang Qiyu Kang Rui She Wee Peng Tay Andreas Hartmannsgruber Diego Navarro Navarro 40 20 0 21 Nov 2022