De-identification Ltd.

Matan Feldman

Eliran Kuta

Sella Blondheim

Gil Perry

Or Gorodissky

Amitay Nachmani

System and method for reconstructing a three-dimensional (3D) face model from an input 2D image of the face, including: feeding the input 2D image into at least one preparatory network to generate 3D landmarks (L'), facial features (F′) and segmentation maps (S′); feeding the 3D landmarks (L′), the facial features (F′), and the segmentation maps (S′) to a parameter regressor network (M1) to predict parameters of a 3D face parametric model (P′), camera parameters (C′), hair parameters (H′) and wrinkle parameters (W′); generating an initial UV texture map (UV_0′) using the input 2D image and (P′, C′, H′, W′); feeding the initial UV texture map (UV_0′) into a UV completion network (M2) to generate a full UV texture map (UV′) and illumination parameters (LI′); and generating the 3D face model using (P′, C′, H′, W′, UV′, LI′).

System and method for reconstruction of a three-dimensional human head model from a single image

System and method for reconstructing a three-dimensional (3D) face model from an input 2D image of the face, including: feeding the input 2D image of the first face into a hypernetwork (H) to generate weights for an implicit representation network (IRN); generating, by the IRN with the generated weights, multi-view face images of the first face; and generating the 3D model of the first face by feeding the multi-view face images of the first face into a network trained to generate a 3D face model from the multi-view face images.

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Tel Aviv, Israel

Matan Feldman