gokererdogan / Infer3DShape

Probabilistic inference of 3D shape from 2D images

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Inferring 3D Shape from 2D images

This library implements a MH sampler for inferring the 3D shape of a particular class of objects from 2D images. The objects are assumed to be made up of rectangular blocks or tubes. Note that this library depends on these other repositories

  • gmllib
  • mcmclib (Used for running MCMC chains)
  • BDAoOSS_ShapeGrammar (Required only for BDAoOSSShape and BDAoOSSShapeMaxD classes)
  • ShapeGrammar (Required only for BDAoOSSShape and BDAoOSSShapeMaxD classes)

This model is implemented as part of an ongoing research project.

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Probabilistic inference of 3D shape from 2D images


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