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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–50 of 139 papers

Title	Date	Tasks	Status	Hype
MATT: Multimodal Attention Level Estimation for e-learning Platforms	Jan 22, 2023	Facial Landmark DetectionHead Pose Estimation	—Unverified	0
Continuous Landmark Detection With 3D Queries	Jan 1, 2023	3D Face ReconstructionFace Reconstruction	—Unverified	0
3D-Aware Facial Landmark Detection via Multi-View Consistent Training on Synthetic Data	Jan 1, 2023	Facial Landmark DetectionImage Generation	—Unverified	0
Domain Translation via Latent Space Mapping	Dec 6, 2022	Facial Landmark DetectionSemantic Segmentation	—Unverified	0
ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints	Oct 17, 2022	Facial Landmark DetectionImage Registration	CodeCode Available	1
Shape Preserving Facial Landmarks with Graph Attention Networks	Oct 13, 2022	Face AlignmentFacial Landmark Detection	CodeCode Available	2
Towards Accurate Facial Landmark Detection via Cascaded Transformers	Aug 23, 2022	DecoderFace Alignment	—Unverified	0
RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection	Jul 8, 2022	Facial Landmark Detection	—Unverified	0
Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks	May 14, 2022	Facial Landmark DetectionImputation	—Unverified	0
ACR Loss: Adaptive Coordinate-based Regression Loss for Face Alignment	Mar 29, 2022	Face AlignmentFacial Landmark Detection	CodeCode Available	0
Improved Semantic Inpainting Architecture Augmented with a Facial Landmark Detector	Mar 3, 2022	Facial InpaintingFacial Landmark Detection	—Unverified	0
Real-Time Facial Expression Recognition using Facial Landmarks and Neural Networks	Jan 31, 2022	Facial Expression RecognitionFacial Expression Recognition (FER)	—Unverified	0
Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network	Dec 23, 2021	Facial Landmark Detection	—Unverified	0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond	Nov 27, 2021	BenchmarkingBlocking	—Unverified	0
Quantum-Assisted Support Vector Regression	Nov 17, 2021	Facial Landmark Detectionregression	—Unverified	0
Facial Landmark Points Detection Using Knowledge Distillation-Based Neural Networks	Nov 13, 2021	Face AlignmentFacial Landmark Detection	CodeCode Available	0
Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition	Sep 12, 2021	Anatomical Landmark DetectionFacial Landmark Detection	—Unverified	0
Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection	Aug 28, 2021	ClassificationData Augmentation	CodeCode Available	1
DeepFake Detection with Inconsistent Head Poses: Reproducibility and Analysis	Aug 28, 2021	DeepFake DetectionFace Swapping	—Unverified	0
Zoo-Tuning: Adaptive Transfer from a Zoo of Models	Jun 29, 2021	Facial Landmark Detectionimage-classification	—Unverified	0
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation	Jun 8, 2021	2D Human Pose EstimationFace Detection	CodeCode Available	1
When Liebig's Barrel Meets Facial Landmark Detection: A Practical Model	May 27, 2021	DecoderFace Alignment	—Unverified	0
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal	Apr 19, 2021	Facial Landmark DetectionShadow Removal	—Unverified	0
CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation based on CelebA	Apr 14, 2021	Facial Landmark Detection	—Unverified	0
Modeling the Nonsmoothness of Modern Neural Networks	Mar 26, 2021	Face RecognitionFacial Landmark Detection	—Unverified	0

Show:10 25 50

← PrevPage 2 of 6Next →

All datasets 300W COCO-WholeBody AFLW-Full AFLW-Front CatFLW WFLW 300-VW (C)300W (Full)COFW AFLW2000-3D

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	3DDFA	NME	7.01	—	Unverified
2	Pose-Invariant	NME	6.3	—	Unverified
3	CFSS	NME	5.76	—	Unverified
4	SAN GT	NME	3.98	—	Unverified
5	TS3	NME	3.49	—	Unverified
6	Adaloss	NME	3.31	—	Unverified
7	CHR2C (Inter-ocular Norm)	NME	3.3	—	Unverified
8	CNN-CRF (Inter-ocular Norm)	NME	3.3	—	Unverified
9	DCFE (Inter-ocular Norm)	NME	3.24	—	Unverified
10	3DDE (Inter-ocular Norm)	NME	3.13	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HPRNet (Hourglass-104)	keypoint AP	75.4	—	Unverified
2	HPRNet (DLA)	keypoint AP	74.6	—	Unverified
3	HPRNet (Hourglass-104)	keypoint AP	59.4	—	Unverified
4	HPRNet (DLA)	keypoint AP	55.2	—	Unverified
5	HPRNet (Hourglass-104)	keypoint AP	50.4	—	Unverified
6	HPRNet (DLA)	keypoint AP	47	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DCFE (Box height Norm, 19 landmarks - no earlobs)	Mean NME	2.17	—	Unverified
2	3DDE (Box height Norm, 19 landmarks - no earlobs)	Mean NME	2.01	—	Unverified
3	SAN	Mean NME	1.91	—	Unverified
4	AnchorFace	Mean NME	1.56	—	Unverified
5	FiFA	Mean NME	0.92	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAN	Mean NME	1.85	—	Unverified
2	AnchorFace	Mean NME	1.38	—	Unverified
3	FiFA	Mean NME	0.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ELD (MobileNetV2)	NME	3.09	—	Unverified
2	ELD (EfficientNetV2B0)	NME	2.98	—	Unverified
3	ELD (EfficientNetV2S)	NME	2.83	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ELD (EfficientNetV2B1)	NME	4.65	—	Unverified
2	FiFA	NME (inter-ocular)	3.89	—	Unverified
3	D-ViT	NME	3.75	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CPM+SBR+PAM	AUC0.08 private	59.39	—	Unverified
2	CPM+SBR	AUC0.08 private	58.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AnchorFace	Mean NME	3.72	—	Unverified
2	TS3	Mean NME	3.49	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	D-ViT	NME (inter-pupil)	4.13	—	Unverified
2	FiFA	NME (inter-ocular)	2.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	JVCR	GTE	7.28	—	Unverified