Friday, October 4, 2013

3D Photos - Art

In this post, we are gonna have a look at the stereo pair called "Art" from the Middlebury 2005 Stereo datasets with ground truth and see if we can get a reasonable depth map with Depth Map Automatic Generator (DMAG3) using various lambda values.

Here's "Art" with its ground truth:


Left image


Right image


Ground truth (supplied by Middlebury)

This is not an easy stereo pair to deal with because of the occlusions. Let's give DMAG3 a shot using different values for lambda:


Depth map obtained with DMAG3 (lambda=0)


Occlusion map obtained with DMAG3 (lambda=0)


Depth map obtained with DMAG3 (lambda=1)


Occlusion map obtained with DMAG3 (lambda=1)


Depth map obtained with DMAG3 (lambda=10)


Occlusion map obtained with DMAG3 (lambda=10)

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