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Facial Landmark Detection

9 papers with code · 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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Greatest papers with code

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

Style Aggregated Network for Facial Landmark Detection

CVPR 2018 D-X-Y/SAN

In this work, we propose a style-aggregated approach to deal with the large intrinsic variance of image styles for facial landmark detection.

FACIAL LANDMARK DETECTION

ExpNet: Landmark-Free, Deep, 3D Facial Expressions

2 Feb 2018fengju514/Expression-Net

Our ExpNet CNN is applied directly to the intensities of a face image and regresses a 29D vector of 3D expression coefficients.

3D FACIAL EXPRESSION RECOGNITION EMOTION RECOGNITION FACIAL LANDMARK DETECTION

Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters

9 Feb 2019justusschock/shapenet

We present a method for highly efficient landmark detection that combines deep convolutional neural networks with well established model-based fitting algorithms.

FACIAL LANDMARK DETECTION MEDICAL IMAGE SEGMENTATION SEMANTIC SEGMENTATION

Dockerface: an Easy to Install and Use Faster R-CNN Face Detector in a Docker Container

15 Aug 2017natanielruiz/dockerface

Face detection is a very important task and a necessary pre-processing step for many applications such as facial landmark detection, pose estimation, sentiment analysis and face recognition.

FACE DETECTION FACE RECOGNITION FACIAL LANDMARK DETECTION POSE ESTIMATION SENTIMENT ANALYSIS

Multi-Task Learning by Deep Collaboration and Application in Facial Landmark Detection

ICLR 2018 ltrottier/deep-collaboration-network

We show that CNNs connected with our Deep Collaboration obtain better accuracy on facial landmark detection with related tasks.

FACIAL LANDMARK DETECTION MULTI-TASK LEARNING

Deep Neural Networks Regularization for Structured Output Prediction

28 Apr 2015sbelharbi/structured-output-ae

The motivation of this work is to learn the output dependencies that may lie in the output data in order to improve the prediction accuracy.

FACIAL LANDMARK DETECTION

Facial Landmark Detection for Manga Images

8 Nov 2018oaugereau/FacialLandmarkManga

The topic of facial landmark detection has been widely covered for pictures of human faces, but it is still a challenge for drawings.

FACIAL LANDMARK DETECTION