Visual Odometry Revisited: What Should Be Learnt?

21 September 2019

Papers citing "Visual Odometry Revisited: What Should Be Learnt?"

35 / 35 papers shown

Title
FD-RIO: Fast Dense Radar Inertial Odometry Nader Abu-Alrub Nathir A. Rawashdeh 40 0 0 12 May 2025
Monocular visual simultaneous localization and mapping: (r)evolution from geometry to deep learning-based pipelines Olaya Álvarez-Tunón Yury Brodskiy Erdal Kayacan 78 6 0 04 Mar 2025
Automatic Target-Less Camera-LiDAR Calibration From Motion and Deep Point Correspondences Kürsat Petek Niclas Vodisch Johannes Meyer Daniele Cattaneo Abhinav Valada Wolfram Burgard 40 7 0 26 Apr 2024
Motion Consistency Loss for Monocular Visual Odometry with Attention-Based Deep Learning André O. Françani Marcos R. O. A. Máximo 43 0 0 19 Jan 2024
Transformer-Based Model for Monocular Visual Odometry: A Video Understanding Approach André O. Françani Marcos R. O. A. Máximo 38 8 0 10 May 2023
Fusing Structure from Motion and Simulation-Augmented Pose Regression from Optical Flow for Challenging Indoor Environments Felix Ott Lucas Heublein David Rügamer Bernd Bischl Christopher Mutschler 21 4 0 14 Apr 2023
ActiveRMAP: Radiance Field for Active Mapping And Planning Huangying Zhan Jiyang Zheng Yi Tian Xu Ian Reid Hamid Rezatofighi AI4CE 28 30 0 23 Nov 2022
Predicting Topological Maps for Visual Navigation in Unexplored Environments Huangying Zhan Hamid Rezatofighi Ian Reid 49 0 0 23 Nov 2022
SC-DepthV3: Robust Self-supervised Monocular Depth Estimation for Dynamic Scenes Libo Sun Jiawang Bian Huangying Zhan Wei Yin Ian Reid Chunhua Shen MDE 31 57 0 07 Nov 2022
Lidar-level localization with radar? The CFEAR approach to accurate, fast and robust large-scale radar odometry in diverse environments Daniel Adolfsson Martin Magnusson Anas W. Alhashimi A. Lilienthal Henrik Andreasson 38 40 0 04 Nov 2022
EMA-VIO: Deep Visual-Inertial Odometry with External Memory Attention Zheming Tu Changhao Chen Xianfei Pan Ruochen Liu Jiarui Cui Jun Mao 53 16 0 18 Sep 2022
DytanVO: Joint Refinement of Visual Odometry and Motion Segmentation in Dynamic Environments Shihao Shen Yilin Cai Wenshan Wang Sebastian Scherer VGen 43 43 0 17 Sep 2022
Deep Patch Visual Odometry Zachary Teed Lahav Lipson Jia Deng MDE 33 111 0 08 Aug 2022
Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression Felix Ott N. Raichur David Rügamer Tobias Feigl Heiko Neumann Bernd Bischl Christopher Mutschler 38 1 0 01 Aug 2022
ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild Wang Zhao Shaohui Liu Hengkai Guo Wenping Wang Yong Liu 35 63 0 19 Jul 2022
Information-Theoretic Odometry Learning Sen Zhang Jing Zhang Dacheng Tao 23 5 0 11 Mar 2022
Towards Scale Consistent Monocular Visual Odometry by Learning from the Virtual World Sen Zhang Jing Zhang Dacheng Tao 24 15 0 11 Mar 2022
Learning Generalized Visual Odometry Using Position-Aware Optical Flow and Geometric Bundle Adjustment Yijun Cao Xian-Shi Zhang Fuya Luo Peng Peng Yongjie Li 22 10 0 22 Nov 2021
CoFi: Coarse-to-Fine ICP for LiDAR Localization in an Efficient Long-lasting Point Cloud Map Yecheng Lyu Xinming Huang Ziming Zhang 27 1 0 19 Oct 2021
Attention meets Geometry: Geometry Guided Spatial-Temporal Attention for Consistent Self-Supervised Monocular Depth Estimation Patrick Ruhkamp Daoyi Gao Hanzhi Chen Nassir Navab Benjamin Busam ViT MDE 77 36 0 15 Oct 2021
Scale-aware direct monocular odometry C. Campos Juan D. Tardós MDE 31 4 0 21 Sep 2021
Self-supervised Learning of Occlusion Aware Flow Guided 3D Geometry Perception with Adaptive Cross Weighted Loss from Monocular Videos Jiaojiao Fang Guizhong Liu 3DPC SSL 24 0 0 09 Aug 2021
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Pan Ji Runze Li B. Bhanu Yi Tian Xu MDE 29 69 0 26 Jul 2021
CFEAR Radarodometry -- Conservative Filtering for Efficient and Accurate Radar Odometry Daniel Adolfsson Martin Magnusson Anas W. Alhashimi A. Lilienthal Henrik Andreasson 34 45 0 04 May 2021
Generalizing to the Open World: Deep Visual Odometry with Online Adaptation Shunkai Li Xin Wu Yingdian Cao H. Zha 23 41 0 29 Mar 2021
DF-VO: What Should Be Learnt for Visual Odometry? Huangying Zhan C. Weerasekera Jiawang Bian Ravi Garg Ian Reid 23 34 0 01 Mar 2021
MOLTR: Multiple Object Localisation, Tracking, and Reconstruction from Monocular RGB Videos Kejie Li Hamid Rezatofighi Ian Reid 66 25 0 09 Dec 2020
RaLL: End-to-end Radar Localization on Lidar Map Using Differentiable Measurement Model Huan Yin Runjian Chen Yue Wang R. Xiong 27 43 0 15 Sep 2020
Deep Keypoint-Based Camera Pose Estimation with Geometric Constraints You-Yi Jau Rui Zhu Hao Su Manmohan Chandraker 19 49 0 29 Jul 2020
Robot Perception enables Complex Navigation Behavior via Self-Supervised Learning Marvin Chancán Michael Milford SSL 11 0 0 16 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 54 83 0 10 Jun 2020
Towards Better Generalization: Joint Depth-Pose Learning without PoseNet Wang Zhao Shaohui Liu Yezhi Shu Yong Liu MDE 40 152 0 03 Apr 2020
D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry Nan Yang Lukas von Stumberg Rui Wang Daniel Cremers MDE 28 372 0 02 Mar 2020
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 203 1,710 0 06 Jun 2018
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras Raul Mur-Artal Juan D. Tardós 207 5,377 0 20 Oct 2016