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Simple odometry with kinect

asked 2011-11-30 00:34:54 -0600

Chrimo gravatar image

updated 2016-10-24 09:01:54 -0600

ngrennan gravatar image

Hello community,

is it possible to generate any simple odometry informations from kinect sensor ?

Thanks in advance Cheers Christian

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answered 2011-11-30 00:52:32 -0600

DimitriProsser gravatar image

Generating odometry information from a camera or depth-sensor like a Kinect is an incredibly difficult problem. Vslam is an attempt to generate visual odometry data from a stereo-camera setup. The Kinect can provide you with the same information as a stereo camera system, in that it publishes an image and a depth map. I believe there have been attempts to use vslam with the Kinect before, but I'm not sure what kind of reliability people have been getting.

Building a 3D obstacle map using SLAM and gmapping can easily be done with the Kinect, however. You can find an example here.

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Building a 3D obstacle map using SLAM and gmapping can be easily done with Kinect instead of a laser scanner, but not without an odometry source. The question was to obtain odometry from laser. I've tried that with Kinect, kinect_to_laser, and laser_scan_matcher. But the results were rather bad
tom gravatar imagetom ( 2011-11-30 01:34:28 -0600 )edit
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answered 2011-11-30 01:28:18 -0600

tom gravatar image

updated 2011-11-30 01:57:44 -0600

It's definitely technically complex. But if you're just looking for an implementation, there is a CCNY's experimental stack in which there is a package called kinect_pose_est. Works as presented here. There is a paper to it, see: http://robotics.ccny.cuny.edu/blog/People/Dryanovski , guess it's the number 1 paper. Hope it helps.

Clone the package via:

git clone http://robotics.ccny.cuny.edu/git/ccny-ros-pkg/ccny_experimental.git

Also see this question: http://answers.ros.org/question/502/how-to-use-canonical_scan_matcher-with-kinect

Regards.

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answered 2011-11-30 01:06:17 -0600

Yes you can generate odometry estimates from a Kinect, although I wouldn't call it a "simple" process.

There will always be issues with Visual Odometry when there aren't great features, and there are various feature descriptors to choose from that perform differently.

Check rgbdslam for an example of applied visual odom.

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answered 2011-11-30 18:47:03 -0600

Chrimo gravatar image

Hi,

seems to be a more complex process ;-) I think for the first tries with my new own robot-vehicle too oversized...

What I'd like to try is much more simple: My robot should just move around the rooms and avoid to hit obstacles :-)

What are the minimum requirements for this ?

My hardware consists of the following modules: 1. Motorcontroller based on rosserial_arduino 2. GPSD (useless, but available) 3. Kinect

What do I need more for autonomous moves at unknown environment ?

Thanks for any hints or ideas Cheers Christian

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Hi Chrimo, make it another question please, don't ask more than one question in one post, and if so, do it by editing your original post. Usually the simplest source of odometry information on ground robots are wheel encoders. Also, mark one of the answers best if it answers your (original) question
tom gravatar imagetom ( 2011-11-30 18:57:45 -0600 )edit

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Asked: 2011-11-30 00:34:54 -0600

Seen: 2,956 times

Last updated: Nov 30 '11