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 226–250 of 536 papers

Title	Date	Tasks	Status
Going Deeper Into Face Detection: A Survey	Mar 27, 2021	Deep LearningFace Detection	—Unverified
An Efficient Multitask Neural Network for Face Alignment, Head Pose Estimation and Face Tracking	Mar 13, 2021	Face AlignmentFace Detection	—Unverified
CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement	Mar 12, 2021	8kFace Detection	—Unverified
Wide Aspect Ratio Matching for Robust Face Detection	Mar 10, 2021	DiversityFace Detection	—Unverified
Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks	Mar 3, 2021	DeblurringFace Detection	—Unverified
Searching for Alignment in Face Recognition	Feb 10, 2021	Face AlignmentFace Detection	—Unverified
Drunkenness Face Detection using Graph Neural Networks	Jan 25, 2021	Face Detection	—Unverified
LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition	Jan 20, 2021	Face DetectionFace Recognition	—Unverified
WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range	Jan 11, 2021	Face DetectionTone Mapping	—Unverified
Where Do Deep Fakes Look? Synthetic Face Detection via Gaze Tracking	Jan 4, 2021	Face Detection	—Unverified
Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming	Jan 4, 2021	ClusteringFace Detection	—Unverified
Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials	Jan 1, 2021	Face DetectionInstance Segmentation	—Unverified
Real-Time Facial Expression Emoji Masking with Convolutional Neural Networks and Homography	Dec 24, 2020	Face DetectionHomography Estimation	CodeCode Available
Spontaneous Emotion Recognition from Facial Thermal Images	Dec 13, 2020	Emotion RecognitionFace Alignment	—Unverified
Differential Morphed Face Detection Using Deep Siamese Networks	Dec 2, 2020	Decision MakingFace Detection	—Unverified
REaL: Real-time Face Detection and Recognition Using Euclidean Space and Likelihood Estimation	Nov 30, 2020	Face Detection	—Unverified
E-Pro: Euler Angle and Probabilistic Model for Face Detection and Recognition	Nov 28, 2020	Face DetectionFace Recognition	—Unverified
TinaFace: Strong but Simple Baseline for Face Detection	Nov 26, 2020	Data AugmentationFace Detection	CodeCode Available
Drone LAMS: A Drone-based Face Detection Dataset with Large Angles and Many Scenarios	Nov 16, 2020	Face Detection	—Unverified
Deep Learning Framework to Detect Face Masks from Video Footage	Nov 4, 2020	Deep LearningFace Detection	CodeCode Available
Small Noisy and Perspective Face Detection using Deformable Symmetric Gabor Wavelet Network	Oct 30, 2020	Face DetectionFace Model	—Unverified
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution	Oct 18, 2020	Face DetectionOptical Character Recognition	—Unverified
How important are faces for person re-identification?	Oct 13, 2020	Computational EfficiencyFace Detection	—Unverified
Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system	Oct 9, 2020	Face Detection	—Unverified
Sonification of Facial Actions for Musical Expression	Oct 7, 2020	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