SOTAVerified

Visual Odometry

Visual Odometry is an important area of information fusion in which the central aim is to estimate the pose of a robot using data collected by visual sensors.

Source: Bi-objective Optimization for Robust RGB-D Visual Odometry

Papers

Showing 5175 of 408 papers

TitleStatusHype
LGU-SLAM: Learnable Gaussian Uncertainty Matching with Deformable Correlation Sampling for Deep Visual SLAMCode1
The TUM VI Benchmark for Evaluating Visual-Inertial OdometryCode1
LF-VIO: A Visual-Inertial-Odometry Framework for Large Field-of-View Cameras with Negative PlaneCode1
Towards Robust Monocular Visual Odometry for Flying Robots on Planetary MissionsCode1
Efficient Camera Exposure Control for Visual Odometry via Deep Reinforcement LearningCode1
Event-Based Visual Odometry on Non-Holonomic Ground VehiclesCode1
Converting Depth Images and Point Clouds for Feature-based Pose EstimationCode1
Modality-invariant Visual Odometry for Embodied VisionCode1
Robot Perception enables Complex Navigation Behavior via Self-Supervised LearningCode1
OV^2SLAM : A Fully Online and Versatile Visual SLAM for Real-Time ApplicationsCode1
Deep Keypoint-Based Camera Pose Estimation with Geometric ConstraintsCode1
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D CamerasCode1
A Smooth Representation of Belief over SO(3) for Deep Rotation Learning with UncertaintyCode1
Deep Event Visual OdometryCode1
DF-VO: What Should Be Learnt for Visual Odometry?Code1
Dense Prediction Transformer for Scale Estimation in Monocular Visual OdometryCode1
Online Photometric Calibration of Automatic Gain Thermal Infrared CamerasCode1
EndoSLAM Dataset and An Unsupervised Monocular Visual Odometry and Depth Estimation Approach for Endoscopic Videos: Endo-SfMLearnerCode1
Robust Ego and Object 6-DoF Motion Estimation and TrackingCode1
TartanVO: A Generalizable Learning-based VOCode1
Deep Auxiliary Learning for Visual Localization and OdometryCode0
Neural Outlier Rejection for Self-Supervised Keypoint LearningCode0
A General Optimization-based Framework for Local Odometry Estimation with Multiple SensorsCode0
Mind the Gap! A Study on the Transferability of Virtual vs Physical-world Testing of Autonomous Driving SystemsCode0
Loss it right: Euclidean and Riemannian Metrics in Learning-based Visual OdometryCode0
Show:102550
← PrevPage 3 of 17Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CIVORelative Position Error Translation [cm]1.36Unverified