PixelRGBDDistribution: Additional tests on invalid RGBD values #159
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This PR includes some additional tests to make sure the behavior of the
logpdf
method is what we expect when it receives invalid RGBD values ([-1., -1., -1., -1.]
). Since the distribution is defined on the pixel level, it doesn't really expect the observed RGBD to be invalid, so when we use it to vmap over vertices, we need to handle the case where a vertex does not hit the image plane manually. I'm also updating the image kernel slightly to make sure that we can handle those corner cases.(note that this is different from the case where a pixel does not have an associated vertex, which can be handle natively in the pixel distribution)
Test Plan