3D Face Reconstruction

3D face reconstruction is the task of reconstructing a face from an image into a 3D form (or mesh).

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Semi-supervised 3D Face Reconstruction with Nonlinear Disentangled Representations

ICLR 2020

Moreover, the identity and expression representations are entangled in these models, which hurdles many facial editing applications.

3D FACE RECONSTRUCTION

Towards High-Fidelity Nonlinear 3D Face Morphable Model

CVPR 2019

By improving the nonlinear 3D morphable model in both learning objective and network architecture, we present a model which is superior in capturing higher level of details than the linear or its precedent nonlinear counterparts.

3D FACE RECONSTRUCTION

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction

CVPR 2019

In this paper, we take a radically different approach and harness the power of Generative Adversarial Networks (GANs) and DCNNs in order to reconstruct the facial texture and shape from single images.

 SOTA for 3D Face Reconstruction on Florence (Average 3D Error metric )

3D FACE RECONSTRUCTION

Joint Face Detection and Facial Motion Retargeting for Multiple Faces

CVPR 2019

Facial motion retargeting is an important problem in both computer graphics and vision, which involves capturing the performance of a human face and transferring it to another 3D character.

3D FACE RECONSTRUCTION FACE ALIGNMENT FACE DETECTION

Learning Robust 3D Face Reconstruction and Discriminative Identity Representation

16 May 2019

3D face reconstruction from a single 2D image is a very important topic in computer vision.

3D FACE RECONSTRUCTION

Face De-occlusion using 3D Morphable Model and Generative Adversarial Network

12 Apr 2019

In recent decades, 3D morphable model (3DMM) has been commonly used in image-based photorealistic 3D face reconstruction.

3D FACE RECONSTRUCTION

3D Dense Face Alignment via Graph Convolution Networks

11 Apr 2019

Recently, 3D face reconstruction and face alignment tasks are gradually combined into one task: 3D dense face alignment.

3D FACE RECONSTRUCTION FACE ALIGNMENT

Towards High-fidelity Nonlinear 3D Face Morphable Model

CVPR 2019

By improving the nonlinear 3D morphable model in both learning objective and network architecture, we present a model which is superior in capturing higher level of details than the linear or its precedent nonlinear counterparts.

3D FACE RECONSTRUCTION

3D Face Reconstruction Using Color Photometric Stereo with Uncalibrated Near Point Lights

4 Apr 2019

We present a new color photometric stereo (CPS) method that can recover high quality, detailed 3D face geometry in a single shot.

3D FACE RECONSTRUCTION CALIBRATION SEMANTIC SEGMENTATION

FEAFA: A Well-Annotated Dataset for Facial Expression Analysis and 3D Facial Animation

2 Apr 2019

To meet the need for videos labeled in great detail, we present a well-annotated dataset named FEAFA for Facial Expression Analysis and 3D Facial Animation.

3D FACE RECONSTRUCTION