ECE 564 Computer Vision Assignment 5
Submit HTML documentation and MATLAB code on Isidore.
- Use the images taken in class 14 Feb 2018 and the results of Q2 from Asgn 4, to generate figures
similar to those for Room KL351G.
Compare explictly the results from extrinsics to our measurements. For example, how high is the table?
What are the dimensions of the room? See remarks about
- Use the images taken in class 31 January 2018, particularly those in CV2018_01-31subset.zip,
find the distance of the camera from each of the walls and the location camera from the hallway.
Note that the zip file contains the corner locations, results of a calibration (from assignment 3, problem 2), and a
script to generate the
(using the MATLAB Computer Vision toolbox).
- For these same images, find the associated vanishing points. The line connecting the vanishing points from a single image is the
horizon line for the corresponding plane.
imwarp to generate an ortho view of one of the checkerboard images.
You may crop the results to show just the region of the target board. You can use
pat2s.jpg to obtain reference points, or you can use the imagePoints/worldPoints.
- Use the results of the previous problem to find the projective transform.
Then read Hartley and Zisserman, Section 4.1, and write a MATLAB
function for the direct linear transformation (DLT) algorithm. The
result should match the matrix generated by
cp2tform within a multiplicative factor.
- Study the Bouguet code
document the analysis performed. Modify the scripts so they may be used with MATLAB vision toolbox distortion
parameters. Show how a large square in the center of the image would be distorted. Muliply the distortion by
10 or more so that the form of distortion, barrel or pincushion is evident. Write a script to plot radial
distortion vs. radius. How would you calculate the distortion in percent?
Richard Hartley and Andrew Zisserman,
Multiple View Geometry in Computer Vision,
Cambridge, 2000. ISBN 0-521-54051-8.
Maintained by John Loomis,
last updated 1 March 2016