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 2650 of 408 papers

TitleStatusHype
Nonparametric Continuous Sensor RegistrationCode1
MotionHint: Self-Supervised Monocular Visual Odometry with Motion ConstraintsCode1
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D CamerasCode1
LGU-SLAM: Learnable Gaussian Uncertainty Matching with Deformable Correlation Sampling for Deep Visual SLAMCode1
360-DFPE: Leveraging Monocular 360-Layouts for Direct Floor Plan EstimationCode1
Online Photometric Calibration of Automatic Gain Thermal Infrared CamerasCode1
Is Mapping Necessary for Realistic PointGoal Navigation?Code1
Amirkabir campus dataset: Real-world challenges and scenarios of Visual Inertial Odometry (VIO) for visually impaired peopleCode1
JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving ScenesCode1
FLSea: Underwater Visual-Inertial and Stereo-Vision Forward-Looking DatasetsCode1
Converting Depth Images and Point Clouds for Feature-based Pose EstimationCode1
ALTO: A Large-Scale Dataset for UAV Visual Place Recognition and LocalizationCode1
From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment LayersCode1
ES-PTAM: Event-based Stereo Parallel Tracking and MappingCode1
Deep Visual Odometry with Events and FramesCode1
Visual Odometry Revisited: What Should Be Learnt?Code1
Feature-metric Loss for Self-supervised Learning of Depth and EgomotionCode1
Efficient Camera Exposure Control for Visual Odometry via Deep Reinforcement LearningCode1
iMatching: Imperative Correspondence LearningCode1
Empty Cities: a Dynamic-Object-Invariant Space for Visual SLAMCode1
Instant Visual Odometry Initialization for Mobile ARCode1
Event-based Stereo Visual OdometryCode1
Deep Keypoint-Based Camera Pose Estimation with Geometric ConstraintsCode1
Modality-invariant Visual Odometry for Embodied VisionCode1
Dense Prediction Transformer for Scale Estimation in Monocular Visual OdometryCode1
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Benchmark Results

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