Face Reconstruction

13 papers with code · Computer Vision

Face reconstruction is the task of recovering the facial geometry of a face from an image.

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Greatest papers with code

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network

ECCV 2018 YadiraF/PRNet

We propose a straightforward method that simultaneously reconstructs the 3D facial structure and provides dense alignment.

3D FACE RECONSTRUCTION FACE ALIGNMENT REGRESSION

Face Alignment in Full Pose Range: A 3D Total Solution

2 Apr 2018cleardusk/3DDFA

In this paper, we propose to tackle these three challenges in an new alignment framework termed 3D Dense Face Alignment (3DDFA), in which a dense 3D Morphable Model (3DMM) is fitted to the image via Cascaded Convolutional Neural Networks.

3D POSE ESTIMATION DEPTH IMAGE ESTIMATION FACE ALIGNMENT FACE RECONSTRUCTION

Extreme 3D Face Reconstruction: Seeing Through Occlusions

CVPR 2018 anhttran/extreme_3d_faces

Motivated by the concept of bump mapping, we propose a layered approach which decouples estimation of a global shape from its mid-level details (e. g., wrinkles).

3D FACE RECONSTRUCTION

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set

20 Mar 2019Microsoft/Deep3DFaceReconstruction

Recently, deep learning based 3D face reconstruction methods have shown promising results in both quality and efficiency. However, training deep neural networks typically requires a large volume of data, whereas face images with ground-truth 3D face shapes are scarce.

3D FACE RECONSTRUCTION

CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images

3 Aug 2017Juyong/3DFace

With the powerfulness of convolution neural networks (CNN), CNN based face reconstruction has recently shown promising performance in reconstructing detailed face shape from 2D face images.

3D FACE RECONSTRUCTION

One-shot Face Reenactment

5 Aug 2019bj80heyue/Learning_One_Shot_Face_Reenactment

However, in real-world scenario end-users often only have one target face at hand, rendering existing methods inapplicable.

FACE RECONSTRUCTION FACE REENACTMENT

3D Face Modeling From Diverse Raw Scan Data

ICCV 2019 liuf1990/3DFC

Traditional 3D face models learn a latent representation of faces using linear subspaces from limited scans of a single database.

3D FACE RECONSTRUCTION

MobileFace: 3D Face Reconstruction with Efficient CNN Regression

24 Sep 2018nchinaev/MobileFace

Estimation of facial shapes plays a central role for face transfer and animation.

3D FACE RECONSTRUCTION FACE TRANSFER REGRESSION