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 125 of 408 papers

TitleStatusHype
pySLAM: An Open-Source, Modular, and Extensible Framework for SLAMCode7
FAST-LIVO2: Fast, Direct LiDAR-Inertial-Visual OdometryCode7
Deep Patch Visual SLAMCode4
Self-Supervised Geometry-Guided Initialization for Robust Monocular Visual OdometryCode4
MUSt3R: Multi-view Network for Stereo 3D ReconstructionCode3
Reinforcement Learning Meets Visual OdometryCode3
LEAP-VO: Long-term Effective Any Point Tracking for Visual OdometryCode3
LIR-LIVO: A Lightweight,Robust LiDAR/Vision/Inertial Odometry with Illumination-Resilient Deep FeaturesCode2
ESVO2: Direct Visual-Inertial Odometry with Stereo Event CamerasCode2
IncEventGS: Pose-Free Gaussian Splatting from a Single Event CameraCode2
IMU-Aided Event-based Stereo Visual OdometryCode2
Multi-Session SLAM with Differentiable Wide-Baseline Pose OptimizationCode2
VBR: A Vision Benchmark in RomeCode2
VOLoc: Visual Place Recognition by Querying Compressed Lidar MapCode2
YOLOPoint Joint Keypoint and Object DetectionCode2
SR-LIVO: LiDAR-Inertial-Visual Odometry and Mapping with Sweep ReconstructionCode2
SiLK -- Simple Learned KeypointsCode2
Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized MappingCode2
DytanVO: Joint Refinement of Visual Odometry and Motion Segmentation in Dynamic EnvironmentsCode2
Deep Patch Visual OdometryCode2
PVO: Panoptic Visual OdometryCode2
Neural Ray Surfaces for Self-Supervised Learning of Depth and Ego-motionCode2
LGU-SLAM: Learnable Gaussian Uncertainty Matching with Deformable Correlation Sampling for Deep Visual SLAMCode1
Efficient Camera Exposure Control for Visual Odometry via Deep Reinforcement LearningCode1
ES-PTAM: Event-based Stereo Parallel Tracking and MappingCode1
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Benchmark Results

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