Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop

21 Jul 2020Benjamin BiggsOliver BoyneJames CharlesAndrew FitzgibbonRoberto Cipolla

We introduce an automatic, end-to-end method for recovering the 3D pose and shape of dogs from monocular internet images. The large variation in shape between dog breeds, significant occlusion and low quality of internet images makes this a challenging problem... (read more)

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