Method

VINS-Fusion [st] [VINS-Fusion]
https://github.com/HKUST-Aerial-Robotics/VINS-Fusion

Submitted on 11 Jan. 2019 16:31 by
Tong Qin (Hong Kong University of Science and Technology)

Running time:0.1s
Environment:1 core @ 3.0 Ghz (C/C++)

Method Description:
VINS-Fusion is an optimization-based multi-sensor
state estimator, which achieves accurate self-
localization for autonomous applications (drones,
cars, and AR/VR). Only stereo is used in this
odometry.
Parameters:
No
Latex Bibtex:
@misc{qin2019a,
Author = {Tong Qin and Jie Pan and Shaozu Cao and
Shaojie Shen},
Title = {A General Optimization-based Framework
for Local Odometry Estimation with Multiple
Sensors},
Year = {2019},
Eprint = {arXiv:1901.03638},
}

Detailed Results

From all test sequences (sequences 11-21), our benchmark computes translational and rotational errors for all possible subsequences of length (5,10,50,100,150,...,400) meters. Our evaluation ranks methods according to the average of those values, where errors are measured in percent (for translation) and in degrees per meter (for rotation). Details for different trajectory lengths and driving speeds can be found in the plots underneath. Furthermore, the first 5 test trajectories and error plots are shown below.

Test Set Average


This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot


Sequence 11


This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



Sequence 12


This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



Sequence 13


This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



Sequence 14


This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



Sequence 15


This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot



This figure as: png eps pdf txt gnuplot





eXTReMe Tracker