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 76–100 of 536 papers

Title	Date	Tasks	Status	Hype
Detecting Adversarial Faces Using Only Real Face Self-Perturbations	Apr 22, 2023	Face Detection	CodeCode Available	1
Simultaneous Adversarial Attacks On Multiple Face Recognition System Components	Apr 11, 2023	Face DetectionFace Recognition	—Unverified	0
Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video	Mar 28, 2023	Eyeblink detection	CodeCode Available	1
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models	Mar 21, 2023	Face DetectionModel Selection	—Unverified	0
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model	Mar 17, 2023	Face Detectionmodel	CodeCode Available	2
Image Enhancement for Remote Photoplethysmography in a Low-Light Environment	Mar 16, 2023	Face DetectionHeart rate estimation	CodeCode Available	0
A XGBoost Algorithm-based Fatigue Recognition Model Using Face Detection	Mar 13, 2023	Face DetectionSensitivity	—Unverified	0
Real-time Audio Video Enhancement \ a Microphone Array and Headphones	Mar 2, 2023	Face DetectionSpeech Enhancement	—Unverified	0
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation	Mar 2, 2023	Face Detection	—Unverified	0
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors	Mar 1, 2023	Face Detection	—Unverified	0
EfficientFace: An Efficient Deep Network with Feature Enhancement for Accurate Face Detection	Feb 23, 2023	DescriptiveFace Detection	—Unverified	0
Enhanced Face Authentication With Separate Loss Functions	Feb 22, 2023	Face DetectionFace Recognition	—Unverified	0
LDFA: Latent Diffusion Face Anonymization for Self-driving Applications	Feb 17, 2023	Face AnonymizationFace Detection	CodeCode Available	1
Neonatal Face and Facial Landmark Detection from Video Recordings	Feb 8, 2023	Face DetectionFacial Landmark Detection	—Unverified	0
Robust Human Identity Anonymization using Pose Estimation	Jan 10, 2023	Face DetectionPose Estimation	CodeCode Available	0
Exploring Depth Information for Face Manipulation Detection	Dec 29, 2022	Face DetectionFace Recognition	—Unverified	0
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method	Dec 22, 2022	4k8k	CodeCode Available	2
Cattle Detection Occlusion Problem	Dec 21, 2022	Face DetectionManagement	—Unverified	0
StyleGAN as a Utility-Preserving Face De-identification Method	Dec 5, 2022	De-identificationFace Detection	—Unverified	0
Robustness Disparities in Face Detection	Nov 29, 2022	Face DetectionFairness	CodeCode Available	0
Entropy-Driven Mixed-Precision Quantization for Deep Network Design	Nov 28, 2022	CPUFace Detection	CodeCode Available	0
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings	Nov 19, 2022	Body DetectionFace Detection	CodeCode Available	1
Are Face Detection Models Biased?	Nov 7, 2022	AttributeBinary Classification	—Unverified	0
A Comparative Analysis of the Face Recognition Methods in Video Surveillance Scenarios	Nov 5, 2022	Face AlignmentFace Detection	—Unverified	0
LAD-RCNN:A Powerful Tool for Livestock Face Detection and Normalization	Oct 31, 2022	Face DetectionFace Identification	CodeCode Available	0

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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