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 351375 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
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Benchmark Results

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