Homography to Projective transform

Question

I've been attempting to figure out how to take a homography between two planes and convert it into an projective transform. Matlab does this automatically, but I've been trying to figure out how matlab implements the conversion.

Answer 1

You can look at the source code in toolbox\images\images\maketform.m

At least within the editor you can get to this by hitting F4 on the function name.

Answer 2

A homography is a projective transform that maps lines to lines, keeps cross ratio, but does not keep parallelism or other similarity magnitudes (angles, distances, etc). A homography can be expressed as a homogeneous 3x3 matrix, and computed in many (really, many) different ways according to your problem.

The most typical one is to determine 4 point correspondences between the two planes and use the Direct Linear Transform (DLT). There are also many implementations of the DLT. If you are familiar with OpenCV, you can easily obtain such homography matrix using cv::findHomography (http://docs.opencv.org/modules/calib3d/doc/camera_calibration_and_3d_reconstruction.html?highlight=findhomography#findhomography).

In general, I recommend you to take a look to the "Multiple View Geometry" book from Hartley & Zisserman, which explain in detail the concept of homographies in the context of computer vision.