Papers Robust Face Alignment
“Robust Face Alignment” 태그가 달린 논문 17편 · 필터 해제
3D Face Alignment Through Fusion of Head Pose Information and Features
The ability of humans to infer head poses from face shapes, and vice versa, indicates a strong correlation between the two. Accordingly, recent studies on face alignment have employed head pose information to predict fac…
3D Face AlignmentFace AlignmentKnowledge DistillationRobust Face AlignmentSparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning
Heatmap regression methods have dominated face alignment area in recent years while they ignore the inherent relation between different landmarks. In this paper, we propose a Sparse Local Patch Transformer (SLPT) for lea…
Face AlignmentRelationRobust Face AlignmentOcclusion-Robust Face Alignment Using a Viewpoint-Invariant Hierarchical Network Architecture
The occlusion problem heavily degrades the localization performance of face alignment. Most current solutions for this problem focus on annotating new occlusion data, introducing boundary estimation, and stacking dee…
Face AlignmentRobust Face AlignmentFace Frontalization Based on Robustly Fitting a Deformable Shape Model to 3D Landmarks
Face frontalization consists of synthesizing a frontally-viewed face from an arbitrarily-viewed one. The main contribution of this paper is a robust face alignment method that enables pixel-to-pixel warping. The method s…
Face AlignmentFace ModelFace RecognitionRobust Face AlignmentRobust Face Alignment by Multi-order High-precision Hourglass Network
Heatmap regression (HR) has become one of the mainstream approaches for face alignment and has obtained promising results under constrained environments. However, when a face image suffers from large pose variations, hea…
Face AlignmentregressionRobust Face AlignmentVocal Bursts Intensity PredictionATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets
Face alignment is an important task in the field of multi-media. Together with the impressive progress of algorithms, various benchmark datasets have been released in recent years. Intuitively, it is meaningful to integr…
DiversityFace AlignmentregressionRobust Face AlignmentMultistage Model for Robust Face Alignment Using Deep Neural Networks
An ability to generalize unconstrained conditions such as severe occlusions and large pose variations remains a challenging goal to achieve in face alignment. In this paper, a multistage model based on deep neural networ…
Face AlignmentGenerative Adversarial NetworkRobust Face AlignmentTree-gated Deep Mixture-of-Experts For Pose-robust Face Alignment
Face alignment consists of aligning a shape model on a face image. It is an active domain in computer vision as it is a preprocessing for a number of face analysis and synthesis applications. Current state-of-the-art met…
Face AlignmentMixture-of-ExpertsregressionRobust Face AlignmentAdaptive Wing Loss for Robust Face Alignment via Heatmap Regression
Heatmap regression with a deep network has become one of the mainstream approaches to localize facial landmarks. However, the loss function for heatmap regression is rarely studied. In this paper, we analyze the ideal lo…
Face AlignmentregressionRobust Face AlignmentStacked Dense U-Nets with Dual Transformers for Robust Face Alignment
Face Analysis Project on MXNet
Face AlignmentFace RecognitionRobust Face AlignmentRobust Face RecognitionLatent RANSAC
We present a method that can evaluate a RANSAC hypothesis in constant time, i.e. independent of the size of the data. A key observation here is that correct hypotheses are tightly clustered together in the latent paramet…
3D Face Alignment3D Plane DetectionCamera LocalizationHomography Estimation+2Deep Face Feature for Face Alignment
In this paper, we present a deep learning based image feature extraction method designed specifically for face images. To train the feature extraction model, we construct a large scale photo-realistic face image dataset …
Face AlignmentInverse RenderingRobust Face AlignmentLeveraging intra and inter-dataset variations for robust face alignment
Face alignment is a critical topic in the computer vision community. Numerous efforts have been made and various benchmark datasets have been released in recent decades. However, two significant issues remain in recent d…
Face AlignmentRobust Face AlignmentDeep Alignment Network: A convolutional neural network for robust face alignment
In this paper, we propose Deep Alignment Network (DAN), a robust face alignment method based on a deep neural network architecture. DAN consists of multiple stages, where each stage improves the locations of the facial l…
Face AlignmentKeypoint DetectionRobust Face AlignmentFace Alignment In-the-Wild: A Survey
Over the last two decades, face alignment or localizing fiducial facial points has received increasing attention owing to its comprehensive applications in automatic face analysis. However, such a task has proven extreme…
Face AlignmentRobust Face AlignmentSurveyDeep Expectation of Real and Apparent Age from a Single Image Without Facial Landmarks
In this paper we propose a deep learning solution to age estimation from a single face image without the use of facial landmarks and introduce the IMDB-WIKI dataset, the largest public dataset of face images with age and…
Age EstimationFace Alignmentimage-classificationImage Classification+1Robust Face Alignment Using a Mixture of Invariant Experts
Face alignment, which is the task of finding the locations of a set of facial landmark points in an image of a face, is useful in widespread application areas. Face alignment is particularly challenging when there are la…
Face AlignmentregressionRobust Face Alignment