SOTAVerified

Facial Landmark Detection

Facial Landmark Detection is a computer vision task that involves detecting and localizing specific points or landmarks on a face, such as the eyes, nose, mouth, and chin. The goal is to accurately identify these landmarks in images or videos of faces in real-time and use them for various applications, such as face recognition, facial expression analysis, and head pose estimation.

( Image credit: Style Aggregated Network for Facial Landmark Detection )

Papers

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Showing 1–50 of 139 papers

TitleStatusHype
FaceXFormer: A Unified Transformer for Facial AnalysisCode3
STAR Loss: Reducing Semantic Ambiguity in Facial Landmark DetectionCode2
Shape Preserving Facial Landmarks with Graph Attention NetworksCode2
MOL: Joint Estimation of Micro-Expression, Optical Flow, and Landmark via Transformer-Graph-Style ConvolutionCode1
KeyPosS: Plug-and-Play Facial Landmark Detection through GPS-Inspired True-Range MultilaterationCode1
ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and PrintsCode1
Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark DetectionCode1
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationCode1
img2pose: Face Alignment and Detection via 6DoF, Face Pose EstimationCode1
Robust Facial Landmark Detection by Multi-order Multi-constraint Deep NetworksCode1
Deep Structured Prediction for Facial Landmark DetectionCode1
Whole-Body Human Pose Estimation in the WildCode1
AnchorFace: An Anchor-based Facial Landmark Detector Across Large PosesCode1
A Detailed Look At CNN-based Approaches In Facial Landmark DetectionCode1
LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility LikelihoodCode1
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the WildCode1
Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark DetectionCode1
High-Resolution Representations for Labeling Pixels and RegionsCode1
PFLD: A Practical Facial Landmark DetectorCode1
Semantic Style Transfer for Enhancing Animal Facial Landmark Detection—0
ORFormer: Occlusion-Robust Transformer for Accurate Facial Landmark Detection—0
Precise Facial Landmark Detection by Dynamic Semantic Aggregation TransformerCode0
Cascaded Dual Vision Transformer for Accurate Facial Landmark DetectionCode0
POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position SearchCode0
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach—0
Real-Time Drowsiness Detection Using Eye Aspect Ratio and Facial Landmark Detection—0
Efficient Facial Landmark Detection for Embedded Systems—0
Infinite 3D Landmarks: Improving Continuous 2D Facial Landmark Detection—0
Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation—0
Fiducial Focus Augmentation for Facial Landmark Detection—0
Towards Multi-domain Face Landmark Detection with Synthetic Data from Diffusion modelCode0
Automated Detection of Cat Facial Landmarks—0
Boosting Facial Action Unit Detection Through Jointly Learning Facial Landmark Detection and Domain Separation and Reconstruction—0
A Real-Time Multi-Task Learning System for Joint Detection of Face, Facial Landmark and Head Pose—0
Lite-HRNet Plus: Fast and Accurate Facial Landmark Detection—0
Facial Landmark Detection Evaluation on MOBIO Database—0
Automatic 3D Registration of Dental CBCT and Face Scan Data using 2D Projection Images—0
Precise Facial Landmark Detection by Reference Heatmap Transformer—0
LocalEyenet: Deep Attention framework for Localization of Eyes—0
Neonatal Face and Facial Landmark Detection from Video Recordings—0
MATT: Multimodal Attention Level Estimation for e-learning Platforms—0
3D-Aware Facial Landmark Detection via Multi-View Consistent Training on Synthetic Data—0
Continuous Landmark Detection With 3D Queries—0
Domain Translation via Latent Space Mapping—0
Towards Accurate Facial Landmark Detection via Cascaded Transformers—0
RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection—0
Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks—0
ACR Loss: Adaptive Coordinate-based Regression Loss for Face AlignmentCode0
Improved Semantic Inpainting Architecture Augmented with a Facial Landmark Detector—0
Real-Time Facial Expression Recognition using Facial Landmarks and Neural Networks—0
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All datasets300WCOCO-WholeBodyAFLW-FullAFLW-FrontCatFLWWFLW300-VW (C)300W (Full)COFWAFLW2000-3D

Benchmark Results

#ModelMetricClaimedVerifiedStatus
13DDFANME7.01—Unverified
2Pose-InvariantNME6.3—Unverified
3CFSSNME5.76—Unverified
4SAN GTNME3.98—Unverified
5TS3NME3.49—Unverified
6AdalossNME3.31—Unverified
7CHR2C (Inter-ocular Norm)NME3.3—Unverified
8CNN-CRF (Inter-ocular Norm)NME3.3—Unverified
9DCFE (Inter-ocular Norm)NME3.24—Unverified
103DDE (Inter-ocular Norm)NME3.13—Unverified
#ModelMetricClaimedVerifiedStatus
1HPRNet (Hourglass-104)keypoint AP75.4—Unverified
2HPRNet (DLA)keypoint AP74.6—Unverified
3HPRNet (Hourglass-104)keypoint AP59.4—Unverified
4HPRNet (DLA)keypoint AP55.2—Unverified
5HPRNet (Hourglass-104)keypoint AP50.4—Unverified
6HPRNet (DLA)keypoint AP47—Unverified
#ModelMetricClaimedVerifiedStatus
1DCFE (Box height Norm, 19 landmarks - no earlobs)Mean NME 2.17—Unverified
23DDE (Box height Norm, 19 landmarks - no earlobs)Mean NME2.01—Unverified
3SANMean NME 1.91—Unverified
4AnchorFaceMean NME 1.56—Unverified
5FiFAMean NME 0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1SANMean NME 1.85—Unverified
2AnchorFaceMean NME1.38—Unverified
3FiFAMean NME0.8—Unverified
#ModelMetricClaimedVerifiedStatus
1ELD (MobileNetV2)NME3.09—Unverified
2ELD (EfficientNetV2B0)NME2.98—Unverified
3ELD (EfficientNetV2S)NME2.83—Unverified
#ModelMetricClaimedVerifiedStatus
1ELD (EfficientNetV2B1)NME4.65—Unverified
2FiFANME (inter-ocular)3.89—Unverified
3D-ViTNME3.75—Unverified
#ModelMetricClaimedVerifiedStatus
1CPM+SBR+PAMAUC0.08 private59.39—Unverified
2CPM+SBRAUC0.08 private58.22—Unverified
#ModelMetricClaimedVerifiedStatus
1AnchorFaceMean NME 3.72—Unverified
2TS3Mean NME 3.49—Unverified
#ModelMetricClaimedVerifiedStatus
1D-ViTNME (inter-pupil)4.13—Unverified
2FiFANME (inter-ocular)2.96—Unverified
#ModelMetricClaimedVerifiedStatus
1JVCRGTE7.28—Unverified