Contour Initialization

Description: In this tutorial you will learn how to initial the contour of a given object in an image or in a video.

Tutorial Level: BEGINNER

Next Tutorial: Segmentation

The ccd application provides three kinds of initialization methods, they are described in the following. In the moment, we just use the ccd_example to demonstrate it. ccd_example needs some run-time parameters:

  • initialization methods: 0 -> manually, 1- >sift/surf, 2->point cloud

  • template image (if exists, this is mandatory of initialization based on SIFT/SURF)]
  • input image
  • initialization parameters file (e.g. ccd_params.xml)

For an instance, if we want to use the initialization method based on SIFT/SURF, we need run the command:

bin/ccd_example -m 1 -t data/template.jpg -i data/input.jpg ccd_params.xml

In this section, we take a example using a book

  • book_alg.jpg

Manual Initialization

If choose manual initialization, the corresponding run-time parameter is 0, run the following command:

  bin/ccd_example -m 0 -t data/book_alg.jpg -i data/book_alg.jpg ccd_params.xml

Now we can draw the contour (just need to take some sample points near the object): book_manual.jpg

Then press Esc the ccd will run.

Initialization Based on SIFT/SURF

For initialization based on SIFT/SURF, we have to choose a template image, for the moment, the template image of the books is:

book_tpl.jpg

run command:

 bin/ccd_example -m 0 -t data/book_tpl.jpg -i data/book_alg.jpg ccd_params.xml

The application will generate a contour in the observed image sift_result.jpg

If press Esc, the ccd program will start to run.

Initialization Based on Projection of Point Cloud

Wiki: contracting_curve_density_algorithm/Tutorials/ContourInitialization (last edited 2011-06-20 20:02:56 by shuleizhu)