bcextreme / diamond_space

Diamond Space package for Python

An implementation of piece-wise linear cascaded Hough Transform from paper Real Projective Plane Mapping for Detection of Orthogonal Vanishing Points, BMVC 2013

@INPROCEEDINGS{
   author = {Mark\'{e}ta Dubsk\'{a} and Adam Herout},
   title = {Real Projective Plane Mapping for Detection of Orthogonal	Vanishing Points},
   pages = {1--10},
   booktitle = {Proceedings of BMVC 2013},
   year = {2013},
   location = {Bristol, GB},
   publisher = {The British Machine Vision Association and Society for Pattern Recognition},   
   language = {english}
}

Installation

Requirements are:

• numpy
• scikit-image

To install PyPI package:

pip install diamond_space

Or download an archive from Releases and install it manually.

Examples

We have a few examples in Colab notebooks where you can mess around with the package.

• Synthetic lines intersecting in one point
• Point projection from Cartesian coordinate system to Diamond space
• Vanishing point detection in image