Face Alignment

41 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.

( Image credit: 2D-Assisted Self-supervised Learning )

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Latest papers with code

JAA-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention

18 Mar 2020ZhiwenShao/PyTorch-JAANet

Moreover, to extract precise local features, we propose an adaptive attention learning module to refine the attention map of each AU adaptively.

ACTION UNIT DETECTION FACE ALIGNMENT FACIAL ACTION UNIT DETECTION

20
18 Mar 2020

Two-Stream Aural-Visual Affect Analysis in the Wild

9 Feb 2020kuhnkeF/ABAW2020TNT

In this work, we introduce our submission to the Affective Behavior Analysis in-the-wild (ABAW) 2020 competition.

FACE ALIGNMENT

5
09 Feb 2020
8
15 Oct 2019

B-Spline CNNs on Lie Groups

ICLR 2020 ebekkers/gsplinets

The impact and potential of our approach is studied on two benchmark datasets: cancer detection in histopathology slides in which rotation equivariance plays a key role and facial landmark localization in which scale equivariance is important.

FACE ALIGNMENT

18
26 Sep 2019

Dual Attention MobDenseNet(DAMDNet) for Robust 3D Face Alignment

30 Aug 2019LeiJiangJNU/DAMDNet

3D face alignment of monocular images is a crucial process in the recognition of faces with disguise. 3D face reconstruction facilitated by alignment can restore the face structure which is helpful in detcting disguise interference. This paper proposes a dual attention mechanism and an efficient end-to-end 3D face alignment framework. We build a stable network model through Depthwise Separable Convolution, Densely Connected Convolutional and Lightweight Channel Attention Mechanism.

3D FACE RECONSTRUCTION FACE ALIGNMENT

45
30 Aug 2019

Progressive Face Super-Resolution via Attention to Facial Landmark

22 Aug 2019DeokyunKim/Progressive-Face-Super-Resolution

Face Super-Resolution (SR) is a subfield of the SR domain that specifically targets the reconstruction of face images.

FACE ALIGNMENT SUPER-RESOLUTION

140
22 Aug 2019

Automatic vocal tract landmark localization from midsagittal MRI data

18 Jul 2019mohaEs/Train-Predict-Landmarks-by-flat-net

The various speech sounds of a language are obtained by varying the shape and position of the articulators surrounding the vocal tract.

FACE ALIGNMENT POSE ESTIMATION

0
18 Jul 2019

Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression

ICCV 2019 protossw512/AdaptiveWingLoss

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

167
16 Apr 2019

3D Face Reconstruction from A Single Image Assisted by 2D Face Images in the Wild

22 Mar 2019XgTu/2DASL-CNN

3D face reconstruction from a single 2D image is a challenging problem with broad applications.

3D FACE RECONSTRUCTION FACE ALIGNMENT SELF-SUPERVISED LEARNING

336
22 Mar 2019