DeepVO: Towards End-to-End Visual Odometry with Deep Recurrent Convolutional Neural Networks

25 September 2017

Papers citing "DeepVO: Towards End-to-End Visual Odometry with Deep Recurrent Convolutional Neural Networks"

50 / 111 papers shown

Title
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
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Yue Yang Xiao Lin Zhipeng Zhao SSL 97 9 0 28 Jan 2025
UL-VIO: Ultra-lightweight Visual-Inertial Odometry with Noise Robust Test-time Adaptation Jinho Park Se Young Chun Mingoo Seok TTA 37 1 0 19 Sep 2024
IOVS4NeRF:Incremental Optimal View Selection for Large-Scale NeRFs Jingpeng Xie Shiyu Tan Yuanlei Wang Yizhen Lao Yifei Xue Yizhen Lao 56 0 0 26 Jul 2024
OpenMaterial: A Comprehensive Dataset of Complex Materials for 3D Reconstruction Zheng Dang Jialu Huang Fei Wang Mathieu Salzmann AI4CE 48 2 0 13 Jun 2024
An Attention-Based Deep Learning Architecture for Real-Time Monocular Visual Odometry: Applications to GPS-free Drone Navigation Olivier Brochu Dufour Abolfazl Mohebbi S. Achiche 35 0 0 27 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 23 4 0 14 Apr 2023
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao Moncef Gabbouj Dacheng Tao 46 25 0 19 Mar 2023
Lightweight, Uncertainty-Aware Conformalized Visual Odometry Alex C. Stutts Danilo Erricolo Theja Tulabandhula A. R. Trivedi UQCV 46 10 0 03 Mar 2023
Recent Advancements in Deep Learning Applications and Methods for Autonomous Navigation: A Comprehensive Review Arman Asgharpoor Golroudbari M. Sabour 27 20 0 22 Feb 2023
EC-SfM: Efficient Covisibility-based Structure-from-Motion for Both Sequential and Unordered Images Zhichao Ye Chong Bao Xin Zhou Haomin Liu Hujun Bao Guofeng Zhang 38 13 0 21 Feb 2023
Generalizable End-to-End Deep Learning Frameworks for Real-Time Attitude Estimation Using 6DoF Inertial Measurement Units Arman Asgharpoor Golroudbari M. Sabour 21 13 0 13 Feb 2023
Optical Flow for Autonomous Driving: Applications, Challenges and Improvements Shihao Shen Louis Kerofsky S. Yogamani 52 12 0 11 Jan 2023
CbwLoss: Constrained Bidirectional Weighted Loss for Self-supervised Learning of Depth and Pose Fei Wang Jun Cheng Penglei Liu SSL 31 4 0 12 Dec 2022
SparsePose: Sparse-View Camera Pose Regression and Refinement Samarth Sinha Jason Y. Zhang Andrea Tagliasacchi Igor Gilitschenski David B. Lindell 29 42 0 29 Nov 2022
SelfOdom: Self-supervised Egomotion and Depth Learning via Bi-directional Coarse-to-Fine Scale Recovery Hao Qu Lilian Zhang Xiaoping Hu Xiaofeng He Xianfei Pan Changhao Chen MDE 27 3 0 16 Nov 2022
Visual SLAM: What are the Current Trends and What to Expect? Ali Tourani Hriday Bavle Jose Luis Sanchez-Lopez Holger Voos 32 80 0 19 Oct 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 46 43 0 17 Sep 2022
A Review on Visual-SLAM: Advancements from Geometric Modelling to Learning-based Semantic Scene Understanding Tin Lai 3DGS 29 21 0 12 Sep 2022
Pixel-Wise Prediction based Visual Odometry via Uncertainty Estimation Haoming Chen Tingbo Liao Hsuan-Kung Yang Chun-Yi Lee 26 2 0 18 Aug 2022
RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild Jason Y. Zhang Deva Ramanan Shubham Tulsiani 55 86 0 11 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
JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes Haimei Zhao Jing Zhang Sen Zhang Dacheng Tao 24 15 0 16 Jul 2022
PVO: Panoptic Visual Odometry Weicai Ye Xinyue Lan Shuo Chen Yuhang Ming Xin-rong Yu Hujun Bao Zhaopeng Cui Guofeng Zhang VGen 66 42 0 04 Jul 2022
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection Mingyu Yang Yu Chen Hun-Seok Kim 49 27 0 12 May 2022
SelfD: Self-Learning Large-Scale Driving Policies From the Web Jimuyang Zhang Ruizhao Zhu Eshed Ohn-Bar 24 20 0 21 Apr 2022
Improving Monocular Visual Odometry Using Learned Depth Libo Sun Wei Yin Enze Xie Zhengrong Li Changming Sun Chunhua Shen MDE 29 26 0 04 Apr 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
A high-precision self-supervised monocular visual odometry in foggy weather based on robust cycled generative adversarial networks and multi-task learning aided depth estimation Xiuyuan Li Jiangang Yu F. Li Guowen An MDE 24 2 0 09 Mar 2022
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems Shuang Ma Sai H. Vemprala Wenshan Wang Jayesh K. Gupta Yale Song Daniel J. McDuff Ashish Kapoor SSL 37 9 0 20 Feb 2022
Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments Christian Homeyer Oliver Lange Christoph Schnörr MDE 15 3 0 21 Jan 2022
Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping Peng Huang Liekang Zeng Xu Chen Ke Luo Zhi Zhou Shuai Yu 38 51 0 25 Dec 2021
Multi-Camera Sensor Fusion for Visual Odometry using Deep Uncertainty Estimation Nimet Kaygusuz Oscar Alejandro Mendez Maldonado Richard Bowden 24 8 0 23 Dec 2021
MDN-VO: Estimating Visual Odometry with Confidence Nimet Kaygusuz Oscar Alejandro Mendez Maldonado Richard Bowden UQCV 40 12 0 23 Dec 2021
Road-aware Monocular Structure from Motion and Homography Estimation Wei Sui Teng Chen Jiaxin Zhang Jiao Lu Qian Zhang 31 3 0 16 Dec 2021
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
Efficient 3D Deep LiDAR Odometry Guangming Wang Xin Wu Shuyang Jiang Zhe Liu Hesheng Wang 3DPC 41 46 0 03 Nov 2021
Improving GNSS Positioning using Neural Network-based Corrections Ashwin V. Kanhere Shubh Gupta Akshay Shetty Grace Gao AAML 31 36 0 18 Oct 2021
Temporal Convolutions for Multi-Step Quadrotor Motion Prediction Sam Looper Steven L. Waslander 32 5 0 08 Oct 2021
From SLAM to Situational Awareness: Challenges and Survey Hriday Bavle Jose Luis Sanchez-Lopez Claudio Cimarelli E. Schmidt H. Voos 54 38 0 01 Oct 2021
MotionHint: Self-Supervised Monocular Visual Odometry with Motion Constraints Cong Wang Yu-Ping Wang Tianyi Zhou 23 9 0 14 Sep 2021
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation Xiaoming Zhao Harsh Agrawal Dhruv Batra Alex Schwing 36 40 0 26 Aug 2021
DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras Zachary Teed Jia Deng MDE VLM 42 574 0 24 Aug 2021
Deep Learning-based Spacecraft Relative Navigation Methods: A Survey Jianing Song Duarte Rondao Nabil Aouf 10 76 0 19 Aug 2021
A Hybrid Sparse-Dense Monocular SLAM System for Autonomous Driving Louis Gallagher V. Kumar S. Yogamani J. McDonald MDE 36 18 0 17 Aug 2021
Incorporating Learnt Local and Global Embeddings into Monocular Visual SLAM Huaiyang Huang Haoyang Ye Yuxiang Sun Lujia Wang Ming Liu 33 1 0 04 Aug 2021