yuxwind / face-align

facial landmark detection & face detection & face dataset

人脸关键点检测相关文献。持续更新中~~

Arxiv

1. PFLD: A Practical Facial Landmark Detector --- project -----code1-----code2_TF版

CVPR 2020

1. LUVLi：LUVLi Face Alignment: Estimating Landmarks’ Location, Uncertainty, and Visibility Likelihood ---

ICCV 2019

1. FAB：A Robust Facial Landmark Detection Framework for Motion-Blurred Videos ----- paper-----code
2. AVS：Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Translation --- code
3. HG-HSLE：Learning Robust Facial Landmark Detection via Hierarchical Structured Ensemble ----- paper
4. Teacher(TS)：Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection ----- paper-----code
5. Laplace Landmark Localization ----- paper
6. DeCaFA: Deep Convolutional Cascade for Face Alignment in the Wild ----- paper
7. AWing： Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression --- code
8. KDN：Face Alignment With Kernel Density Deep Neural Network ----- paper

CVPR 2019

1. SA：Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection
2. HRNet：Deep High-Resolution Representation Learning for Human Pose Estimation --- paper High-Resolution Representations for Labeling Pixels and Regions --- paper
3. ODN：Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks ----- paper

CVPR 2018

1. LAB： Look at Boundary: A Boundary-Aware Face Alignment Algorithm ----- project -----code
2. Super-FAN： Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs ----- paper
3. Wing：Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks ----- code
4. SBR：Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors --- paper--- code
5. SAN：Style Aggregated Network for Facial Landmark Detection --- code
6. Robust Facial Landmark Detection via a Fully-Convolutional Local-Global Context Network -----paper-----code
7. RCN(L+ELT)：Improving Landmark Localization with Semi-Supervised Learning -----paper
8. PCD-CNN：Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment --- paper
9. SeqMT：Improving Landmark Localization With Semi-Supervised Learning --- paper

ECCV 2018

1. PRNet：Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network ----- paper----- code
2. DCFE：A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment --- paper
3. DU-Net：Quantized densely connected u-nets for efficient landmark localization --- paper --- Arxiv 链接

CVPR 2017

1. The menpo facial landmark localisation challenge: A step towards the solution --- paper
2. TSR：A Deep Regression Architecture with Two-Stage Re-initialization for High Performance Facial Landmark Detection -- paper
3. Simultaneous Facial Landmark Detection, Pose and Deformation Estimation under Facial Occlusion --- paper
4. Two-Stage（TSR）：A Deep Regression Architecture with Two-Stage Re-initialization for High Performance Facial Landmark Detection --- paper
5. DVLN：Leveraging intra and inter- dataset variations for robust face alignment --- paper
6. SHN：Stacked Hourglass Network for Robust Facial Landmark Localisation --- paper
7. DAN：Deep alignment network: A convolutional neural network for robust face alignment --- paper

ICCV 2017

1. Face-Alignment: How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks) -----paper-----project -----code1 -----code2
2. PIFA：Pose- invariant face alignment with a single cnn --- paper
3. RDR：Recurrent 3d- 2d dual learning for large-pose facial landmark detection --- paper

CVPR 2016

1. CJCRF：Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection ---paper
2. CPM：Convolutional Pose Machines --- paper
3. RCN：Recombinator Networks: Learning Coarse-To-Fine Feature Aggregation --- paper
4. MDM： Mnemonic Descent Method:A recurrent process applied for end-to-end face alignment --- paper
5. DeFA：Pose-aware face recognition in the wild --- paper
6. 3DDFA：Face Alignment Across Large Poses: A 3D Solution --- paper --- code
7. Occlusion-free Face Alignment: Deep Regression Networks Coupled with De-corrupt AutoEncoders --- paper
8. Large-pose Face Alignment via CNN-based Dense 3D Model Fitting --- paper
9. Unconstrained Face Alignment via Cascaded Compositional Learning --- paper

ECCV 2016

1. RAR：Robust facial land- mark detection via recurrent attentive-refinement networks --- paper
2. DDN：Deep deformation network for object landmark localization --- paper --- Arxiv 地址

CVPR 2015

1. CFSS：Face Alignment by Coarse-to-Fine Shape Searching --- paper
2. cGPRT：Face Alignment using Cascade Gaussian Process Regression Trees --- paper
3. Project-Out Cascaded Regression with an application to Face Alignment --- paper
4. GSDM：Global Supervised Descent Method --- paper

CVPR 2014

1. ERT: One Millisecond Face Alignment with an Ensemble of Regression Trees ----- paper -----code
2. LBF：Face Alignment at 3000 FPS via Regressing Local Binary Features --- paper

ECCV 2014

1. CFAN：Coarse-to-Fine Auto-Encoder Networks (CFAN)for Real-Time Face Alignment --- paper

IEEE 2014

1. TCDCN：Learning Deep Representation for Face Alignment with Auxiliary Attributes --- paper

CVPR 2013

1. SDM：Supervised Descent Method and Its Applications to Face Alignment --- paper

ICCV 2013

1. RCPR（COFW）：Robust face landmark estimation under occlusion --- paper --- preject
2. 300W：300 Faces in-the-Wild Challenge: The first facial landmark localization Challenge --- paper

CVPR 2012

1. ESR：Face Alignment by Explicit Shape Regression --- paper

ECCV 2012

1. Interactive Facial Feature Localization----paper

ICCV 2011

1. AFLW:Annotated facial landmarks in the wild: A large-scale, realworld database for facial landmark localization --- paper