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 401–425 of 536 papers

Title	Date	Tasks	Status
Aggregate channel features for multi-view face detection	Jul 15, 2014	Face Detectionmulti-view detection	—Unverified
0/1 Deep Neural Networks via Block Coordinate Descent	Jun 19, 2022	10-shot image generation	—Unverified
Quality Classified Image Analysis with Application to Face Detection and Recognition	Jan 19, 2018	Face Detection	—Unverified
A Functional Regression approach to Facial Landmark Tracking	Dec 7, 2016	Face DetectionIncremental Learning	—Unverified
A Framework for Fast Face and Eye Detection	May 13, 2015	Face Detection	—Unverified
Rapid Face Mask Detection and Person Identification Model based on Deep Neural Networks	Dec 18, 2021	ARCFace Detection	—Unverified
Rapid Object Detection using a Boosted Cascade of Simple Features	Apr 15, 2003	Face DetectionObject	—Unverified
REaL: Real-time Face Detection and Recognition Using Euclidean Space and Likelihood Estimation	Nov 30, 2020	Face Detection	—Unverified
Real-time Audio Video Enhancement \ a Microphone Array and Headphones	Mar 2, 2023	Face DetectionSpeech Enhancement	—Unverified
Unconstrained Face Detection and Open-Set Face Recognition Challenge	Aug 8, 2017	Face DetectionFace Identification	—Unverified
Real-Time Face and Landmark Localization for Eyeblink Detection	Jun 1, 2020	CPUEyeblink detection	—Unverified
Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD	Apr 2, 2021	Face DetectionFace Recognition	—Unverified
Real Time Implementation of Spatial Filtering On FPGA	Feb 10, 2015	Face Detection	—Unverified
Real-time Indian Sign Language (ISL) Recognition	Aug 24, 2021	Face DetectionGesture Recognition	—Unverified
Real-time information retrieval from Identity cards	Mar 26, 2020	Face DetectionInformation Retrieval	—Unverified
A Fast Face Detection Method via Convolutional Neural Network	Mar 27, 2018	Face Detectionobject-detection	—Unverified
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks	May 9, 2016	Face DetectionFace Recognition	—Unverified
A Fast and Accurate System for Face Detection, Identification, and Verification	Sep 20, 2018	Face DetectionFace Identification	—Unverified
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation	Jul 17, 2019	Face DetectionSingle Image Haze Removal	—Unverified
A Driver Fatigue Recognition Algorithm Based on Spatio-Temporal Feature Sequence	Mar 18, 2020	Face DetectionFacial Landmark Detection	—Unverified
UnitBox: An Advanced Object Detection Network	Aug 4, 2016	Face DetectionObject	—Unverified
A Deep Pyramid Deformable Part Model for Face Detection	Aug 18, 2015	Face DetectionRobust Face Recognition	—Unverified
RefineFace: Refinement Neural Network for High Performance Face Detection	Sep 10, 2019	ClassificationFace Detection	—Unverified
Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild	Feb 11, 2019	Arousal EstimationAttribute	—Unverified
Regressive Tree Structured Model for Facial Landmark Localization	Dec 1, 2015	Face AlignmentFace 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