Face Alignment

25 papers with code · Computer Vision

Face alignment is the task of identifying the geometric structure of faces in digital images, and attempting to obtain a canonical alignment of the face based on translation, scale, and rotation.

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Latest papers with code

155
22 Mar 2019

Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees

5 Feb 2019bobetocalo/bobetocalo_eccv18

In this paper we present 3DDE, a robust and efficient face alignment algorithm based on a coarse-to-fine cascade of ensembles of regression trees.

FACE ALIGNMENT

31
05 Feb 2019

Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos

1 Nov 2018tyshiwo/FHR_alignment

In recent years, heatmap regression based models have shown their effectiveness in face alignment and pose estimation.

FACE ALIGNMENT POSE ESTIMATION QUANTIZATION

38
01 Nov 2018

On Learning 3D Face Morphable Model from In-the-wild Images

28 Aug 2018tranluan/Nonlinear_Face_3DMM

To address these problems, this paper proposes an innovative framework to learn a nonlinear 3DMM model from a large set of in-the-wild face images, without collecting 3D face scans.

3D RECONSTRUCTION FACE ALIGNMENT IMAGE GENERATION

219
28 Aug 2018

Quantized Densely Connected U-Nets for Efficient Landmark Localization

ECCV 2018 zhiqiangdon/CU-Net

Finally, to reduce the memory consumption and high precision operations both in training and testing, we further quantize weights, inputs, and gradients of our localization network to low bit-width numbers.

FACE ALIGNMENT POSE ESTIMATION

180
07 Aug 2018

Deep Multi-Center Learning for Face Alignment

5 Aug 2018ZhiwenShao/MCNet-Extension

Most of the existing deep learning methods only use one fully-connected layer called shape prediction layer to estimate the locations of facial landmarks.

FACE ALIGNMENT

11
05 Aug 2018

Look at Boundary: A Boundary-Aware Face Alignment Algorithm

CVPR 2018 zhusz/CVPR15-CFSS

By utilising boundary information of 300-W dataset, our method achieves 3. 92% mean error with 0. 39% failure rate on COFW dataset, and 1. 25% mean error on AFLW-Full dataset.

#4 best model for Face Alignment on 300W

FACE ALIGNMENT

151
26 May 2018

Nonlinear 3D Face Morphable Model

CVPR 2018 tranluan/Nonlinear_Face_3DMM

As a classic statistical model of 3D facial shape and texture, 3D Morphable Model (3DMM) is widely used in facial analysis, e. g., model fitting, image synthesis.

3D RECONSTRUCTION FACE ALIGNMENT IMAGE GENERATION

219
11 Apr 2018

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

1,862
02 Apr 2018