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Facial Landmark Detection

13 papers with code ยท Computer Vision

Facial landmark detection is the task of detecting key landmarks on the face and tracking them (being robust to rigid and non-rigid facial deformations due to head movements and facial expressions).

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LEARNING TO IMPUTE: A GENERAL FRAMEWORK FOR SEMI-SUPERVISED LEARNING

ICLR 2020

Recent semi-supervised learning methods have shown to achieve comparable results to their supervised counterparts while using only a small portion of labels in image classification tasks thanks to their regularization strategies.

FACIAL LANDMARK DETECTION IMAGE CLASSIFICATION

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

Adaloss: Adaptive Loss Function for Landmark Localization

2 Aug 2019

Landmark localization is a challenging problem in computer vision with a multitude of applications.

FACIAL LANDMARK DETECTION

Learning Landmarks from Unaligned Data using Image Translation

3 Jul 2019

Furthermore, while CycleGAN uses two cycle consistency constraints, we show that the second one is detrimental in this application and we discard it, significantly simplifying the model.

FACIAL LANDMARK DETECTION KEYPOINT DETECTION MOTION CAPTURE

Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks

CVPR 2019

In this model, the occlusion probability of each position in high-level features are inferred by a distillation module that can be learnt automatically in the process of estimating the relationship between facial appearance and facial shape.

FACIAL LANDMARK DETECTION

Limitations and Biases in Facial Landmark Detection -- An Empirical Study on Older Adults with Dementia

17 May 2019

We perform our evaluation not only on frontal faces but also on profile faces and in various regions of the face.

FACIAL LANDMARK DETECTION

Automatic cephalometric landmarks detection on frontal faces: an approach based on supervised learning techniques

24 Apr 2019

In the forensic field, the focus is on the analysis of a particular set of facial landmarks, defined as cephalometric landmarks.

FACIAL LANDMARK DETECTION

Laplace Landmark Localization

27 Mar 2019

Our method claims state-of-the-art on all of the 300W benchmarks and ranks second-to-best on the Annotated Facial Landmarks in the Wild (AFLW) dataset.

FACIAL LANDMARK DETECTION