Unsupervised learning of object landmarks through conditional image generation

We propose a method for learning landmark detectors for visual objects (such as the eyes and the nose in a face) without any manual supervision. We cast this as the problem of generating images that combine the appearance of the object as seen in a first example image with the geometry of the object...

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Bibliographic Details
Main Authors: Jakab, T, Gupta, A, Bilen, H, Vedaldi, A
Format: Conference item
Published: Curran Associates 2018