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 101125 of 408 papers

TitleStatusHype
Dynamic Dense RGB-D SLAM using Learning-based Visual Odometry0
Dynamic Objects Segmentation for Visual Localization in Urban Environments0
DynaMiTe: A Dynamic Local Motion Model with Temporal Constraints for Robust Real-Time Feature Matching0
DynaNet: Neural Kalman Dynamical Model for Motion Estimation and Prediction0
DynPL-SVO: A Robust Stereo Visual Odometry for Dynamic Scenes0
DLO: Direct LiDAR Odometry for 2.5D Outdoor Environment0
Canny-VO: Visual Odometry with RGB-D Cameras based on Geometric 3D-2D Edge Alignment0
An Attention-Based Deep Learning Architecture for Real-Time Monocular Visual Odometry: Applications to GPS-free Drone Navigation0
Feature-based Event Stereo Visual Odometry0
Efficient Domain Adaptation for Endoscopic Visual Odometry0
Efficient Globally-Optimal Correspondence-Less Visual Odometry for Planar Ground Vehicles0
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation0
E-Graph: Minimal Solution for Rigid Rotation with Extensibility Graphs0
Generalizing to the Open World: Deep Visual Odometry with Online Adaptation0
Dive Deeper into Rectifying Homography for Stereo Camera Online Self-Calibration0
Distilling Knowledge From a Deep Pose Regressor Network0
Enhancing self-supervised monocular depth estimation with traditional visual odometry0
Epipolar Geometry based Learning of Multi-view Depth and Ego-Motion from Monocular Sequences0
A Consistency-Based Loss for Deep Odometry Through Uncertainty Propagation0
eStonefish-scenes: A synthetically generated dataset for underwater event-based optical flow prediction tasks0
Discovering Multiple Algorithm Configurations0
Evaluation of the visual odometry methods for semi-dense real-time0
Event-aided Direct Sparse Odometry0
An Accurate and Real-time Relative Pose Estimation from Triple Point-line Images by Decoupling Rotation and Translation0
Exploring Deep Spiking Neural Networks for Automated Driving Applications0
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Benchmark Results

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