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 351400 of 408 papers

TitleStatusHype
DeepVO: Towards End-to-End Visual Odometry with Deep Recurrent Convolutional Neural NetworksCode0
Playing for Benchmarks0
UnDeepVO: Monocular Visual Odometry through Unsupervised Deep Learning0
LS-VO: Learning Dense Optical Subspace for Robust Visual Odometry Estimation0
DPC-Net: Deep Pose Correction for Visual LocalizationCode0
How to Train a CAT: Learning Canonical Appearance Transformations for Direct Visual Localization Under Illumination ChangeCode0
Robust Stereo Feature Descriptor for Visual Odometry0
Stereo DSO: Large-Scale Direct Sparse Visual Odometry with Stereo Cameras0
Gradient-based Camera Exposure Control for Outdoor Mobile Platforms0
Deep EndoVO: A Recurrent Convolutional Neural Network (RCNN) based Visual Odometry Approach for Endoscopic Capsule Robots0
GSLAM: Initialization-robust Monocular Visual SLAM via Global Structure-from-Motion0
Fast, Accurate Thin-Structure Obstacle Detection for Autonomous Mobile Robots0
SPLODE: Semi-Probabilistic Point and Line Odometry with Depth Estimation from RGB-D Camera Motion0
PIVO: Probabilistic Inertial-Visual Odometry for Occlusion-Robust Navigation0
Momo: Monocular Motion Estimation on Manifolds0
Dense Piecewise Planar RGB-D SLAM for Indoor Environments0
Monocular Visual Odometry for an Unmanned Sea-Surface Vehicle0
Fast Multi-frame Stereo Scene Flow with Motion Segmentation0
Learning-based Image Enhancement for Visual Odometry in Challenging HDR Environments0
Topometric Localization with Deep Learning0
Probabilistic RGB-D Odometry based on Points, Lines and Planes Under Depth UncertaintyCode0
Towards Visual Ego-motion Learning in Robots0
PL-SLAM: a Stereo SLAM System through the Combination of Points and Line SegmentsCode0
Probabilistic Combination of Noisy Points and Planes for RGB-D Odometry0
Challenges in Monocular Visual Odometry: Photometric Calibration, Motion Bias and Rolling Shutter Effect0
Monocular Visual Odometry with a Rolling Shutter Camera0
Direct Monocular Odometry Using Points and Lines0
Real-Time Panoramic Tracking for Event CamerasCode0
Continuous-Time Visual-Inertial Odometry for Event Cameras0
Semi-Dense Visual Odometry for RGB-D Cameras Using Approximate Nearest Neighbour Fields0
DeepVO: A Deep Learning approach for Monocular Visual Odometry0
FlyCap: Markerless Motion Capture Using Multiple Autonomous Flying Cameras0
The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAMCode0
mdBrief - A Fast Online Adaptable, Distorted Binary Descriptor for Real-Time Applications Using Calibrated Wide-Angle Or Fisheye Cameras0
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D CamerasCode1
Swipe Mosaics from Video0
Reducing Drift in Visual Odometry by Inferring Sun Direction Using a Bayesian Convolutional Neural NetworkCode0
Improving the Accuracy of Stereo Visual Odometry Using Visual Illumination Estimation0
Multi-Model Hypothesize-and-Verify Approach for Incremental Loop Closure Verification0
gvnn: Neural Network Library for Geometric Computer VisionCode0
A Photometrically Calibrated Benchmark For Monocular Visual Odometry0
Direct Sparse OdometryCode0
Noise Models in Feature-based Stereo Visual Odometry0
Theory and Practice of Structure-From-Motion Using Affine Correspondences0
Backprop KF: Learning Discriminative Deterministic State EstimatorsCode0
Direct Visual Odometry using Bit-PlanesCode0
Multi-modal Tracking for Object based SLAM0
Robust RGB-D Odometry Using Point and Line Features0
Realtime Edge-Based Visual Odometry for a Monocular Camera0
CFORB: Circular FREAK-ORB Visual Odometry0
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Benchmark Results

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