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

Showing 51100 of 139 papers

TitleStatusHype
Modeling the Nonsmoothness of Modern Neural Networks0
Multi-spectral Facial Landmark Detection0
Neonatal Face and Facial Landmark Detection from Video Recordings0
Occlusion-Free Face Alignment: Deep Regression Networks Coupled With De-Corrupt AutoEncoders0
ORFormer: Occlusion-Robust Transformer for Accurate Facial Landmark Detection0
Pose-Invariant Face Alignment with a Single CNN0
Precise Facial Landmark Detection by Reference Heatmap Transformer0
Quantum-Assisted Support Vector Regression0
Real-Time Drowsiness Detection Using Eye Aspect Ratio and Facial Landmark Detection0
Real-Time Facial Expression Recognition using Facial Landmarks and Neural Networks0
Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection0
RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection0
Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks0
Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network0
Robust Facial Landmark Detection by Cross-order Cross-semantic Deep Network0
Robust Facial Landmark Detection under Significant Head Poses and Occlusion0
Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks0
Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces0
Robust Facial Landmark Detection via a Fully-Convolutional Local-Global Context Network0
Semantic Alignment: Finding Semantically Consistent Ground-truth for Facial Landmark Detection0
Semantic Style Transfer for Enhancing Animal Facial Landmark Detection0
Simultaneous Facial Landmark Detection, Pose and Deformation Estimation under Facial Occlusion0
The Blessing and the Curse of the Noise behind Facial Landmark Annotations0
Thermal to Visible Synthesis of Face Images using Multiple Regions0
Towards Accurate Facial Landmark Detection via Cascaded Transformers0
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach0
Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach0
Training with the Invisibles: Obfuscating Images to Share Safely for Learning Visual Recognition Models0
When Liebig's Barrel Meets Facial Landmark Detection: A Practical Model0
2D Wasserstein Loss for Robust Facial Landmark Detection0
Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition0
Facial Expression Recognition using Facial Landmark Detection and Feature Extraction via Neural Networks0
Facial Landmark Correlation Analysis0
Facial Landmark Detection: a Literature Survey0
Facial Landmark Detection Evaluation on MOBIO Database0
Facial Landmark Detection for Manga Images0
Facial Landmark Detection with Tweaked Convolutional Neural Networks0
Facial Landmarks Localization using Cascaded Neural Networks0
Failure Detection for Facial Landmark Detectors0
Fast Facial Landmark Detection and Applications: A Survey0
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal0
Fiducial Focus Augmentation for Facial Landmark Detection0
Gaussian Vector: An Efficient Solution for Facial Landmark Detection0
GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild0
Hallucinating very low-resolution and obscured face images0
Improved Semantic Inpainting Architecture Augmented with a Facial Landmark Detector0
Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation0
Infinite 3D Landmarks: Improving Continuous 2D Facial Landmark Detection0
Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization0
Label Distribution Learning on Auxiliary Label Space Graphs for Facial Expression Recognition0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
13DDFANME7.01Unverified
2Pose-InvariantNME6.3Unverified
3CFSSNME5.76Unverified
4SAN GTNME3.98Unverified
5TS3NME3.49Unverified
6AdalossNME3.31Unverified
7CHR2C (Inter-ocular Norm)NME3.3Unverified
8CNN-CRF (Inter-ocular Norm)NME3.3Unverified
9DCFE (Inter-ocular Norm)NME3.24Unverified
103DDE (Inter-ocular Norm)NME3.13Unverified
#ModelMetricClaimedVerifiedStatus
1HPRNet (Hourglass-104)keypoint AP75.4Unverified
2HPRNet (DLA)keypoint AP74.6Unverified
3HPRNet (Hourglass-104)keypoint AP59.4Unverified
4HPRNet (DLA)keypoint AP55.2Unverified
5HPRNet (Hourglass-104)keypoint AP50.4Unverified
6HPRNet (DLA)keypoint AP47Unverified
#ModelMetricClaimedVerifiedStatus
1DCFE (Box height Norm, 19 landmarks - no earlobs)Mean NME 2.17Unverified
23DDE (Box height Norm, 19 landmarks - no earlobs)Mean NME2.01Unverified
3SANMean NME 1.91Unverified
4AnchorFaceMean NME 1.56Unverified
5FiFAMean NME 0.92Unverified
#ModelMetricClaimedVerifiedStatus
1SANMean NME 1.85Unverified
2AnchorFaceMean NME1.38Unverified
3FiFAMean NME0.8Unverified
#ModelMetricClaimedVerifiedStatus
1ELD (MobileNetV2)NME3.09Unverified
2ELD (EfficientNetV2B0)NME2.98Unverified
3ELD (EfficientNetV2S)NME2.83Unverified
#ModelMetricClaimedVerifiedStatus
1ELD (EfficientNetV2B1)NME4.65Unverified
2FiFANME (inter-ocular)3.89Unverified
3D-ViTNME3.75Unverified
#ModelMetricClaimedVerifiedStatus
1CPM+SBR+PAMAUC0.08 private59.39Unverified
2CPM+SBRAUC0.08 private58.22Unverified
#ModelMetricClaimedVerifiedStatus
1AnchorFaceMean NME 3.72Unverified
2TS3Mean NME 3.49Unverified
#ModelMetricClaimedVerifiedStatus
1D-ViTNME (inter-pupil)4.13Unverified
2FiFANME (inter-ocular)2.96Unverified
#ModelMetricClaimedVerifiedStatus
1JVCRGTE7.28Unverified