Face Alignment

30 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

B-Spline CNNs on Lie groups

ICLR 2020

Group convolutional neural networks (G-CNNs) can be used to improve classical CNNs by equipping them with the geometric structure of groups.

FACE ALIGNMENT

B-Spline CNNs on Lie Groups

26 Sep 2019

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

AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces

11 Sep 2019

Several studies show that animal needs are often expressed through their faces.

FACE ALIGNMENT FACE DETECTION

Pose Agnostic Cross-spectral Hallucination via Disentangling Independent Factors

10 Sep 2019

The cross-sensor gap is one of the challenges that arise much research interests in Heterogeneous Face Recognition (HFR).

FACE ALIGNMENT FACE RECOGNITION HETEROGENEOUS FACE RECOGNITION

Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis

5 Sep 2019

While facial biometrics has been widely used for identification purpose, it has recently been researched as medical biometrics for a range of diseases.

FACE ALIGNMENT FACIAL LANDMARK DETECTION MEDICAL DIAGNOSIS

MobileFAN: Transferring Deep Hidden Representation for Face Alignment

11 Aug 2019

To this end, we propose an effective lightweight model, namely Mobile Face Alignment Network (MobileFAN), using a simple backbone MobileNetV2 as the encoder and three deconvolutional layers as the decoder.

FACE ALIGNMENT FACIAL LANDMARK DETECTION

Automatic vocal tract landmark localization from midsagittal MRI data

18 Jul 2019

Furthermore, an approach based on the description of each landmark location as a heat-map image stored in a channel of a single multi-channel image embedding all landmarks is proposed.

FACE ALIGNMENT POSE ESTIMATION

Efficient and Accurate Face Alignment by Global Regression and Cascaded Local Refinement

CVPR 2019 2019

In particular, for a given image, our algorithm first estimates its global facial shape through a global regression network (GRegNet) and then using cascaded local refinement networks (LRefNet) to sequentially improve the alignment result.

#3 best model for Face Alignment on WFLW

FACE ALIGNMENT

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