88 citations · 183 across the 14 of their papers we have counts for
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cs.CV2018★ 8 cited
InverseRenderNet: Learning single image inverse rendering
Ye Yu, William A. P. Smith
We show how to train a fully convolutional neural network to perform inverse rendering from a single, uncontrolled image. The network takes an RGB image as input, regresses albedo…
cs.CV2018★ 1 cited
Statistical transformer networks: learning shape and appearance models via self supervision
Anil Bas, William A. P. Smith
We generalise Spatial Transformer Networks (STN) by replacing the parametric transformation of a fixed, regular sampling grid with a deformable, statistical shape model which is it…