Face Alignment

25 papers with code ยท 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 without code

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

What is the relationship between face alignment and facial expression recognition?

26 May 2019

Also, we highlight the most suitable techniques that locate facial landmarks in the presence of head pose variations and facial expressions.

FACE ALIGNMENT FACIAL EXPRESSION RECOGNITION

A High-Efficiency Framework for Constructing Large-Scale Face Parsing Benchmark

13 May 2019

Each image is provided with accurate annotation of a 11-category pixel-level label map along with coordinates of 106-point landmarks.

FACE ALIGNMENT FACE DETECTION FACE RECOGNITION

A fast online cascaded regression algorithm for face alignment

10 May 2019

Traditional face alignment based on machine learning usually tracks the localizations of facial landmarks employing a static model trained offline where all of the training data is available in advance.

FACE ALIGNMENT

Grand Challenge of 106-Point Facial Landmark Localization

9 May 2019

However, previous competitions on facial landmark localization (i. e., the 300-W, 300-VW and Menpo challenges) aim to predict 68-point landmarks, which are incompetent to depict the structure of facial components.

FACE ALIGNMENT FACE RECOGNITION IMAGE GENERATION POSE ESTIMATION

Simultaneous regression and feature learning for facial landmarking

24 Apr 2019

We develop two distinct approaches around the proposed gating mechanism: i) the first uses a gated multiple ridge descent (GRID) mechanism in conjunction with established (hand-crafted) HOG features for face alignment and achieves state-of-the-art landmarking performance across a wide range of facial poses, ii) the second simultaneously learns multiple-descent directions as well as binary features (SMUF) that are optimal for the alignment tasks and in addition to competitive landmarking results also ensures extremely rapid processing.

FACE ALIGNMENT

FoxNet: A Multi-face Alignment Method

22 Apr 2019

Multi-face alignment aims to identify geometry structures of multiple faces in an image, and its performance is essential for the many practical tasks, such as face recognition, face tracking, and face animation.

FACE ALIGNMENT FACE RECOGNITION

Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression

16 Apr 2019

Then we propose a novel loss function, named Adaptive Wing loss, that is able to adapt its shape to different types of ground truth heatmap pixels.

FACE ALIGNMENT ROBUST FACE ALIGNMENT

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

DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild

4 Apr 2019

Face Alignment is an active computer vision domain, that consists in localizing a number of facial landmarks that vary across datasets.

FACE ALIGNMENT