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Edit social preview We analyze the challenge of 3D form reconstruction from 2nd landmarks extracted in only one image. We adopt the 3D deformable form design and formulate the reconstruction as a joint optimization with the digicam pose and the linear form parameters. Our 1st contribution is to use Lasserre's hierarchy of convex Sums-of-Squares (SO