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added rviz and readme
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63 changes: 61 additions & 2 deletions ReadMe.md
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## Open VINS
# Open VINS


This is the documentation site for the Open VINS project.
Welcome to the Open VINS project!
The Open VINS project houses some core computer vision code along with a state-of-the art filter-based visual-inertial estimator.
The core filter is an [Extended Kalman filter](https://en.wikipedia.org/wiki/Extended_Kalman_filter) which fuses inertial information with sparse visual feature tracks.
These visual feature tracks are fused leveraging the [Multi-State Constraint Kalman Filter (MSCKF)](https://ieeexplore.ieee.org/document/4209642) sliding window formulation which allows for 3D features to update the state estimate without directly estimating the feature states in the filter.
Inspired by graph-based optimization systems, the included filter has modularity allowing for convenient covariance management with a proper type-based state system.
Please take a look at the feature list below for full details on what the system supports.


* Github project page - https://github.com/rpng/open_vins
* Documentation - TBD
* Publication reference - TBD




## Project Features


* Sliding window visual-inertial MSCKF
* Modular covariance type system
* Comprehensive documentation and derivations
* Five different feature representations
1. Global XYZ
2. Global inverse depth
3. Anchored XYZ
4. Anchored inverse depth
5. Anchored MSCKF inverse depth
* Calibration of sensor intrinsics and extrinsics
* Camera to IMU transform
* Camera to IMU time offset
* Camera intrinsics
* Environmental SLAM feature
* OpenCV ARUCO tag SLAM features
* Sparse feature SLAM features
* Visual tracking support
* Monocular camera
* Stereo camera
* KLT or descriptor based
* Static IMU initialization (sfm will be open sourced later)
* Out of the box evaluation on EurocMav and TUM-VI datasets




## Credit / Licensing

This code was written by the [Robot Perception and Navigation](https://sites.udel.edu/robot/) at the University of Delaware.
If you have any issues with the code please open an issue on our github page with relevant implementation details and references.
For researchers that have leveraged this work, please cite the following:
```bibtex
@article{TBD,
author = {},
title = {},
journal = {},
volume = {},
year = {2019},
}
```


The codebase is licensed under the [GNU General Public License v3 (GPL-3)](https://www.gnu.org/licenses/gpl-3.0.html).


2 changes: 1 addition & 1 deletion docs/getting-started.dox
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@section highlevel High-level overview

From a high level the system is build of a few features.
From a high level the system is build on a few key algorithms.
At the core we have the `ov_core` which contains a lot of standard computer vision algorithms and utilities that anybody can use.
Specifically it stores the following large components:

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291 changes: 291 additions & 0 deletions ov_msckf/launch/display.rviz
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Panels:
- Class: rviz/Displays
Help Height: 0
Name: Displays
Property Tree Widget:
Expanded:
- /ARUCO Points1
Splitter Ratio: 0.600000024
Tree Height: 420
- Class: rviz/Selection
Name: Selection
- Class: rviz/Tool Properties
Expanded:
- /2D Pose Estimate1
- /2D Nav Goal1
- /Publish Point1
Name: Tool Properties
Splitter Ratio: 0.588679016
- Class: rviz/Views
Expanded:
- /Current View1
Name: Views
Splitter Ratio: 0.5
- Class: rviz/Time
Experimental: false
Name: Time
SyncMode: 0
SyncSource: Image
Toolbars:
toolButtonStyle: 2
Visualization Manager:
Class: ""
Displays:
- Alpha: 0.5
Cell Size: 1
Class: rviz/Grid
Color: 112; 112; 115
Enabled: true
Line Style:
Line Width: 0.0299999993
Value: Lines
Name: Grid
Normal Cell Count: 0
Offset:
X: 0
Y: 0
Z: 0
Plane: XY
Plane Cell Count: 80
Reference Frame: <Fixed Frame>
Value: true
- Class: rviz/TF
Enabled: true
Frame Timeout: 60
Frames:
All Enabled: true
cam0:
Value: true
global:
Value: true
imu:
Value: true
truth:
Value: true
Marker Scale: 0.5
Name: TF
Show Arrows: false
Show Axes: true
Show Names: true
Tree:
global:
imu:
cam0:
{}
truth:
{}
Update Interval: 0
Value: true
- Class: rviz/Image
Enabled: true
Image Topic: /ov_msckf/trackhist
Max Value: 1
Median window: 5
Min Value: 0
Name: Image
Normalize Range: true
Queue Size: 2
Transport Hint: raw
Unreliable: false
Value: true
- Alpha: 1
Buffer Length: 1
Class: rviz/Path
Color: 0; 255; 0
Enabled: true
Head Diameter: 0.300000012
Head Length: 0.200000003
Length: 0.300000012
Line Style: Billboards
Line Width: 0.00999999978
Name: Path VIO
Offset:
X: 0
Y: 0
Z: 0
Pose Color: 255; 85; 255
Pose Style: None
Radius: 0.0299999993
Shaft Diameter: 0.100000001
Shaft Length: 0.100000001
Topic: /ov_msckf/pathimu
Unreliable: false
Value: true
- Alpha: 1
Buffer Length: 1
Class: rviz/Path
Color: 0; 255; 255
Enabled: true
Head Diameter: 0.300000012
Head Length: 0.200000003
Length: 0.300000012
Line Style: Billboards
Line Width: 0.00999999978
Name: Path GT
Offset:
X: 0
Y: 0
Z: 0
Pose Color: 255; 85; 255
Pose Style: None
Radius: 0.0299999993
Shaft Diameter: 0.100000001
Shaft Length: 0.100000001
Topic: /ov_msckf/pathgt
Unreliable: false
Value: true
- Alpha: 0.5
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 10
Min Value: -10
Value: true
Axis: Z
Channel Name: intensity
Class: rviz/PointCloud2
Color: 255; 255; 255
Color Transformer: FlatColor
Decay Time: 10
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: MSCKF Points
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 3
Size (m): 0.00999999978
Style: Points
Topic: /ov_msckf/points_msckf
Unreliable: false
Use Fixed Frame: true
Use rainbow: true
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 10
Min Value: -10
Value: true
Axis: Z
Channel Name: intensity
Class: rviz/PointCloud2
Color: 255; 0; 0
Color Transformer: FlatColor
Decay Time: 0
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: SLAM Points
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 10
Size (m): 0.00999999978
Style: Points
Topic: /ov_msckf/points_slam
Unreliable: false
Use Fixed Frame: true
Use rainbow: true
Value: true
- Alpha: 1
Autocompute Intensity Bounds: true
Autocompute Value Bounds:
Max Value: 10
Min Value: -10
Value: true
Axis: Z
Channel Name: intensity
Class: rviz/PointCloud2
Color: 255; 170; 0
Color Transformer: FlatColor
Decay Time: 0
Enabled: true
Invert Rainbow: false
Max Color: 255; 255; 255
Max Intensity: 4096
Min Color: 0; 0; 0
Min Intensity: 0
Name: ARUCO Points
Position Transformer: XYZ
Queue Size: 10
Selectable: true
Size (Pixels): 15
Size (m): 0.00999999978
Style: Points
Topic: /ov_msckf/points_aruco
Unreliable: false
Use Fixed Frame: true
Use rainbow: true
Value: true
Enabled: true
Global Options:
Background Color: 44; 44; 44
Default Light: true
Fixed Frame: global
Frame Rate: 30
Name: root
Tools:
- Class: rviz/Interact
Hide Inactive Objects: true
- Class: rviz/MoveCamera
- Class: rviz/Select
- Class: rviz/FocusCamera
- Class: rviz/Measure
- Class: rviz/SetInitialPose
Topic: /initialpose
- Class: rviz/SetGoal
Topic: /move_base_simple/goal
- Class: rviz/PublishPoint
Single click: true
Topic: /clicked_point
Value: true
Views:
Current:
Class: rviz/Orbit
Distance: 13.2469006
Enable Stereo Rendering:
Stereo Eye Separation: 0.0599999987
Stereo Focal Distance: 1
Swap Stereo Eyes: false
Value: false
Focal Point:
X: 0.598126531
Y: -3.16722274
Z: 0.927125454
Focal Shape Fixed Size: false
Focal Shape Size: 0.0500000007
Invert Z Axis: false
Name: Current View
Near Clip Distance: 0.00999999978
Pitch: 1.56979632
Target Frame: <Fixed Frame>
Value: Orbit (rviz)
Yaw: 1.49040389
Saved: ~
Window Geometry:
Displays:
collapsed: false
Height: 1056
Hide Left Dock: false
Hide Right Dock: true
Image:
collapsed: false
QMainWindow State: 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
Selection:
collapsed: false
Time:
collapsed: false
Tool Properties:
collapsed: false
Views:
collapsed: true
Width: 1855
X: 65
Y: 24

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