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.

State-of-the-art leaderboards

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

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

Fine-Grained Head Pose Estimation Without Keypoints

2 Oct 2017natanielruiz/deep-head-pose

Estimating the head pose of a person is a crucial problem that has a large amount of applications such as aiding in gaze estimation, modeling attention, fitting 3D models to video and performing face alignment.

FACE ALIGNMENT GAZE ESTIMATION HEAD POSE ESTIMATION

Deep Alignment Network: A convolutional neural network for robust face alignment

6 Jun 2017MarekKowalski/DeepAlignmentNetwork

Our method uses entire face images at all stages, contrary to the recently proposed face alignment methods that rely on local patches.

FACE ALIGNMENT ROBUST FACE ALIGNMENT

FacePoseNet: Making a Case for Landmark-Free Face Alignment

24 Aug 2017fengju514/Face-Pose-Net

Instead, we compare our FPN with existing methods by evaluating how they affect face recognition accuracy on the IJB-A and IJB-B benchmarks: using the same recognition pipeline, but varying the face alignment method.

FACE ALIGNMENT FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION FACIAL LANDMARK DETECTION

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

11 Apr 2016TropComplique/mtcnn-pytorch

Face detection and alignment in unconstrained environment are challenging due to various poses, illuminations and occlusions.

FACE ALIGNMENT FACE DETECTION

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

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

Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks

CVPR 2018 xialuxi/arcface-caffe

We present a new loss function, namely Wing loss, for robust facial landmark localisation with Convolutional Neural Networks (CNNs).

DATA AUGMENTATION FACE ALIGNMENT