3d morphable face models—past, present, and future
In this article, we provide a detailed survey of 3D Morphable Face Models over the 20 years
since they were first proposed. The challenges in building and applying these models …
since they were first proposed. The challenges in building and applying these models …
[PDF][PDF] Extreme 3D Face Reconstruction: Seeing Through Occlusions.
Existing single view, 3D face reconstruction methods can produce beautifully detailed 3D
results, but typically only for near frontal, unobstructed viewpoints. We describe a system …
results, but typically only for near frontal, unobstructed viewpoints. We describe a system …
High-fidelity facial reflectance and geometry inference from an unconstrained image
We present a deep learning-based technique to infer high-quality facial reflectance and
geometry given a single unconstrained image of the subject, which may contain partial …
geometry given a single unconstrained image of the subject, which may contain partial …
Learning physics-guided face relighting under directional light
Relighting is an essential step in realistically transferring objects from a captured image into
another environment. For example, authentic telepresence in Augmented Reality requires …
another environment. For example, authentic telepresence in Augmented Reality requires …
Photorealistic facial texture inference using deep neural networks
We present a data-driven inference method that can synthesize a photorealistic texture map
of a complete 3D face model given a partial 2D view of a person in the wild. After an initial …
of a complete 3D face model given a partial 2D view of a person in the wild. After an initial …
Face relighting with geometrically consistent shadows
Most face relighting methods are able to handle diffuse shadows, but struggle to handle
hard shadows, such as those cast by the nose. Methods that propose techniques for …
hard shadows, such as those cast by the nose. Methods that propose techniques for …
Towards high fidelity monocular face reconstruction with rich reflectance using self-supervised learning and ray tracing
Robust face reconstruction from monocular image in general lighting conditions is
challenging. Methods combining deep neural network encoders with differentiable …
challenging. Methods combining deep neural network encoders with differentiable …
Towards high fidelity face relighting with realistic shadows
Existing face relighting methods often struggle with two problems: maintaining the local
facial details of the subject and accurately removing and synthesizing shadows in the relit …
facial details of the subject and accurately removing and synthesizing shadows in the relit …
Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image
At the core of portrait photography is the search for ideal lighting and viewpoint. The process
often requires advanced knowledge in photography and an elaborate studio setup. In this …
often requires advanced knowledge in photography and an elaborate studio setup. In this …
LightPainter: interactive portrait relighting with freehand scribble
Recent portrait relighting methods have achieved realistic results of portrait lighting effects
given a desired lighting representation such as an environment map. However, these …
given a desired lighting representation such as an environment map. However, these …