pal_vision_segmentation package from pal_vision_segmentation repo

pal_vision_segmentation

Package Summary

Tags No category tags.
Version 1.0.0
License BSD
Build type CATKIN
Use RECOMMENDED

Repository Summary

Checkout URI https://github.com/pal-robotics/pal_vision_segmentation.git
VCS Type git
VCS Version hydro-devel
Last Updated 2014-11-12
Dev Status MAINTAINED
Released RELEASED

Package Description

The pal_vision_segmentation package provides segmentation nodes based on various techniques. Masked image or mask is provided, and can be tuned via dynamic_reconfigure.

Additional Links

No additional links.

Maintainers

  • Bence Magyar

Authors

  • Bence Magyar

=========

Software package providing segmentation nodes based on various techniques. Masked image or mask is provided, and can be tuned via dynamic_reconfigure. More information can be found in http://wiki.ros.org/pal_vision_segmentation.

Segmentation based on color histogram

Hereafter an example based on images recorded in a rosbag is presented.

Play the rosbag

Play the rosbag provided as example in pal_vision_segmentation:

rosbag play `rospack find pal_vision_segmentation`/etc/pringles.bag --loop

which publishes images of a pringles pot:

Object template

In order to segment the pringles pot based on its color an image template like the following one is required:

histogram_segmentation node

Launch the 'histogram_segmentation' node as follows so that the appropriate object template is used:

rosrun pal_vision_segmentation histogram_segmentation `rospack find pal_vision_segmentation`/etc/pringles_template.png image:=/stereo/left/image _dilate_iterations:=5 _erode_iterations:=1    

Visualize the segmentation mask

rosrun image_view image_view image:=/histogram_segmentation/mask

Visualize the segmented image:

rosrun image_view image_view image:=/histogram_segmentation/image_masked

CHANGELOG

Changelog for package pal_vision_segmentation

1.0.0 (2014-07-15)

  • Add depth_segmentation node
  • Do not show images unless explicit argument in unit test
  • Remove ros init from test
  • Timestamp is taken from the original image
  • Contributors: Bence Magyar, Jordi Pages, Mariia Dmitrieva

0.0.1 (2014-05-30)

  • Cleanup and readme before release
  • First catkin version of pal_vision_segmentation
  • Contributors: Bence Magyar, Jordi Pages

Wiki Tutorials

See ROS Wiki Tutorials for more details.

Source Tutorials

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Package Dependencies

System Dependencies

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Dependant Packages

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