Face Detection

Face Detection is a computer vision task that involves automatically identifying and locating human faces within digital images or videos. It is a fundamental technology that underpins many applications such as face recognition, face tracking, and facial analysis.

( Image credit: insightface )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–175 of 536 papers

Title	Date	Tasks	Status
An Efficient Multitask Neural Network for Face Alignment, Head Pose Estimation and Face Tracking	Mar 13, 2021	Face AlignmentFace Detection	—Unverified
A Driver Fatigue Recognition Algorithm Based on Spatio-Temporal Feature Sequence	Mar 18, 2020	Face DetectionFacial Landmark Detection	—Unverified
Efficient Face Detection in the Fisheye Image Domain	Jun 14, 2021	CPUFace Detection	—Unverified
EfficientFace: An Efficient Deep Network with Feature Enhancement for Accurate Face Detection	Feb 23, 2023	DescriptiveFace Detection	—Unverified
BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector	Jun 1, 2020	Face Detectionimage-classification	—Unverified
Enhanced Facial Feature Extraction and Recignation Using Optimal Fully Dispersed Haar-like Filters	Apr 16, 2024	Face Detection	—Unverified
EfficientPhys: Enabling Simple, Fast, and Accurate Camera-Based Vitals Measurement	Sep 29, 2021	Face Detection	—Unverified
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement	Oct 9, 2021	Face DetectionPhotoplethysmography (PPG) heart rate estimation	—Unverified
EfficientSRFace: An Efficient Network with Super-Resolution Enhancement for Accurate Face Detection	Jun 4, 2023	BenchmarkingFace Detection	—Unverified
Embedded Deep Learning for Face Detection and Emotion Recognition with Intel© Movidius (TM) Neural Compute Stick	Oct 19, 2018	Deep LearningEmotion Recognition	—Unverified
Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency	Jun 9, 2022	Face DetectionImage Quality Assessment	—Unverified
Emotion Generation and Recognition: A StarGAN Approach	Oct 12, 2019	4kEmotion Recognition	—Unverified
End-to-end Evaluation of Practical Video Analytics Systems for Face Detection and Recognition	Oct 10, 2023	Autonomous VehiclesFace Detection	—Unverified
End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering	Sep 7, 2017	ClusteringFace Detection	—Unverified
End-To-End Face Detection and Cast Grouping in Movies Using Erdos-Renyi Clustering	Oct 1, 2017	ClusteringFace Detection	—Unverified
End-To-End Face Detection and Recognition	Mar 31, 2017	Face AlignmentFace Detection	—Unverified
Enhanced Face Authentication With Separate Loss Functions	Feb 22, 2023	Face DetectionFace Recognition	—Unverified
Enhanced Facial Recognition Framework based on Skin Tone and False Alarm Rejection	Feb 14, 2017	Face DetectionFace Recognition	—Unverified
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation	Mar 2, 2023	Face Detection	—Unverified
Enhancing Vehicle Entrance and Parking Management: Deep Learning Solutions for Efficiency and Security	Dec 5, 2023	Face DetectionLicense Plate Recognition	—Unverified
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning	Jul 8, 2021	Face DetectionFace Recognition	—Unverified
Epistemic Uncertainty-Weighted Loss for Visual Bias Mitigation	Apr 20, 2022	Face Detection	—Unverified
E-Pro: Euler Angle and Probabilistic Model for Face Detection and Recognition	Nov 28, 2020	Face DetectionFace Recognition	—Unverified
Evaluation of Human and Machine Face Detection using a Novel Distinctive Human Appearance Dataset	Nov 1, 2021	Face Detection	—Unverified
Efficient Boosted Exemplar-based Face Detection	Jun 1, 2014	Face Detection	—Unverified

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All datasets WIDER Face (Hard)WIDER Face (Medium)WIDER Face (Easy)FDDB Annotated Faces in the Wild PASCAL Face WIDER FACE COCO-WholeBody DCM iCartoonFace ADE20K

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Poly-NL(ResNet-50)	AP	0.93	—	Unverified
2	ASFD-D6	AP	0.93	—	Unverified
3	RetinaFace+Lpts+Lpixel	AP	0.92	—	Unverified
4	AInnoFace	AP	0.91	—	Unverified
5	DupNet-L+PACT	AP	0.91	—	Unverified
6	DSFD	AP	0.9	—	Unverified
7	+ DH + HIM	AP	0.9	—	Unverified
8	SRN	AP	0.9	—	Unverified
9	FDNet	AP	0.9	—	Unverified
10	PyramidBox	AP	0.89	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ASFD-D6	AP	0.97	—	Unverified
2	RetinaFace+Lpts+Lpixel	AP	0.96	—	Unverified
3	Poly-NL(ResNet-50)	AP	0.96	—	Unverified
4	AInnoFace	AP	0.96	—	Unverified
5	DSFD	AP	0.95	—	Unverified
6	YOLOv5x6	AP	0.95	—	Unverified
7	SCRFD-34GF	AP	0.95	—	Unverified
8	+ DH + HIM	AP	0.95	—	Unverified
9	YOLOv5l6	AP	0.95	—	Unverified
10	SRN	AP	0.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ASFD-D6	AP	0.97	—	Unverified
2	RetinaFace+Lpts+Lpixel	AP	0.97	—	Unverified
3	YOLOv5x6	AP	0.97	—	Unverified
4	AInnoFace	AP	0.97	—	Unverified
5	YOLOv5m6	AP	0.96	—	Unverified
6	Poly-NL(ResNet-50)	AP	0.96	—	Unverified
7	PyramidBox	AP	0.96	—	Unverified
8	SCRFD-34GF	AP	0.96	—	Unverified
9	DSFD (RFB)	AP	0.96	—	Unverified
10	SRN	AP	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Condensation-Net	Accuracy	91.82	—	Unverified
2	DSFD	AP	0.99	—	Unverified
3	Face R-FCN	AP	0.99	—	Unverified
4	SRN	AP	0.99	—	Unverified
5	PyramidBox	AP	0.99	—	Unverified
6	S3FD	AP	0.98	—	Unverified
7	LFFD	AP	0.97	—	Unverified
8	FaceBoxes	AP	0.96	—	Unverified
9	HyperFace	AP	0.9	—	Unverified
10	DPM	AP	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRN	AP	1	—	Unverified
2	HyperFace-ResNet	AP	0.99	—	Unverified
3	LRN + RSA	AP	0.99	—	Unverified
4	FaceBoxes	AP	0.99	—	Unverified
5	STN	AP	0.98	—	Unverified
6	DPM	AP	0.97	—	Unverified
7	Conv3D	AP	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRN	AP	0.99	—	Unverified
2	S3FD	AP	0.98	—	Unverified
3	FaceBoxes	AP	0.96	—	Unverified
4	HyperFace-ResNet	AP	0.96	—	Unverified
5	STN	AP	0.94	—	Unverified
6	DPM	AP	0.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Condensation-Net	Average Precision	93.86	—	Unverified
2	MobileNetV1-0.25	Average Top-1 Accuracy	68.98	—	Unverified
3	IFQ-Tinier-YOLO	GFLOPs	0.11	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HPRNet (Hourglass-104)	AP	56.4	—	Unverified
2	HPRNet (DLA)	AP	55.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DASS-Detector (YOLOX Tiny)	Average Precision	77.4	—	Unverified
2	DASS-Detector (YOLOX XL)	Average Precision	77.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DASS-Detector (YOLOX XL)	Average Precision	90.01	—	Unverified
2	DASS-Detector (YOLOX Tiny)	Average Precision	87.75	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CASSOD	mIoU	42.86	—	Unverified