Visual (Inertial) Odometry in ROS noetic

asked 2021-04-06 10:28:01 -0500

Hendrik C gravatar image

updated 2021-04-07 10:04:15 -0500

Hello everyone

I am looking for V(I)O algorithms that are available for ROS Noetic. The VO is to be performed with a monocular camera and an IMU. I have already found and tried the following algorithms:

So far I got Viso2 and MSCKF working, however results aren't great. Any ideas for more up-to-date V(I)O would be appreciated!

PS. I am aware some SLAM algorithms also incorporate V(I)O (like RTAB-map and ORB-SLAM2). What I'm looking for is an algorithm that only does V(I)O. This because I want to compare different available algorithms.

Thanks in advance

Hendrik

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Comments

What do you mean by standalone implementation?

fabian gravatar image fabian  ( 2021-04-07 08:36:49 -0500 )edit

I changed the post to hopefully make it a bit more clear. Basically, I want to compare some V(I)O-techniques with eachother. If it is possible to only use the V(I)O part of ORB-SLAM, than I will take a look at it as well.

Hendrik C gravatar image Hendrik C  ( 2021-04-07 10:02:35 -0500 )edit

You can use only the visual data for ORB slam, but it wont exploit the IMU information. To combine both source of information, did you think of writing a pose graph with edges being created from the IMU data and transformations you calculate from the visual data? Would that work for you?

fabian gravatar image fabian  ( 2021-04-08 01:26:14 -0500 )edit

This is an interesting solution, I'll certainly give it a try. Do you have any knowledge about additional algorithms that I could use? Only having one algorithm in a comparison is not ideal :).

Hendrik C gravatar image Hendrik C  ( 2021-04-08 01:47:16 -0500 )edit