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 351–375 of 536 papers

Title	Date	Tasks	Status	Hype
MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild	May 24, 2018	Face DetectionObject Tracking	CodeCode Available	0
A Nonconvex Projection Method for Robust PCA	May 21, 2018	Face DetectionShadow Removal	—Unverified	0
Long-term face tracking in the wild using deep learning	May 19, 2018	Deep LearningFace Detection	—Unverified	0
Wildest Faces: Face Detection and Recognition in Violent Settings	May 19, 2018	Face DetectionFace Recognition	—Unverified	0
Anchor Cascade for Efficient Face Detection	May 9, 2018	Face DetectionFace Recognition	—Unverified	0
Multi-task Learning of Cascaded CNN for Facial Attribute Classification	May 3, 2018	AttributeClassification	—Unverified	0
Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification	May 3, 2018	AttributeClassification	—Unverified	0
Precise Box Score: Extract More Information from Datasets to Improve the Performance of Face Detection	Apr 28, 2018	Face DetectionModel Compression	—Unverified	0
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results	Apr 26, 2018	Face DetectionRobust Face Recognition	—Unverified	0
The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring	Apr 25, 2018	Action Unit DetectionFace Detection	—Unverified	0
Survey of Face Detection on Low-quality Images	Apr 19, 2018	Face DetectionRobust Design	—Unverified	0
SFace: An Efficient Network for Face Detection in Large Scale Variations	Apr 18, 2018	4kFace Detection	—Unverified	0
Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks	Apr 17, 2018	Binary ClassificationFace Detection	CodeCode Available	0
BinarEye: An Always-On Energy-Accuracy-Scalable Binary CNN Processor With All Memory On Chip in 28nm CMOS	Apr 16, 2018	AllFace Detection	—Unverified	0
Beyond Trade-off: Accelerate FCN-based Face Detector with Higher Accuracy	Apr 14, 2018	Face DetectionPhilosophy	—Unverified	0
Bringing Cartoons to Life: Towards Improved Cartoon Face Detection and Recognition Systems	Apr 5, 2018	Face DetectionFace Recognition	CodeCode Available	0
Two-Stream Neural Networks for Tampered Face Detection	Mar 29, 2018	Face DetectionFace Swapping	—Unverified	0
Event-based Face Detection and Tracking in the Blink of an Eye	Mar 27, 2018	Face DetectionPosition	—Unverified	0
A Fast Face Detection Method via Convolutional Neural Network	Mar 27, 2018	Face Detectionobject-detection	—Unverified	0
PyramidBox: A Context-assisted Single Shot Face Detector	Mar 21, 2018	Face Detection	CodeCode Available	1
Face-MagNet: Magnifying Feature Maps to Detect Small Faces	Mar 14, 2018	Face DetectionRegion Proposal	CodeCode Available	0
Beyond Context: Exploring Semantic Similarity for Tiny Face Detection	Mar 5, 2018	Face DetectionMetric Learning	—Unverified	0
Seeing Small Faces from Robust Anchor's Perspective	Feb 25, 2018	Face Detection	—Unverified	0
Fair comparison of skin detection approaches on publicly available datasets	Feb 7, 2018	Face Detection	—Unverified	0
Face Detection Using Improved Faster RCNN	Feb 6, 2018	Face DetectionObject	—Unverified	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