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 176–200 of 536 papers

Title	Date	Tasks	Status
A High-Efficiency Framework for Constructing Large-Scale Face Parsing Benchmark	May 13, 2019	Face AlignmentFace Detection	—Unverified
Active User Authentication for Smartphones: A Challenge Data Set and Benchmark Results	Oct 25, 2016	Face DetectionFace Verification	—Unverified
Accurate Face Detection for High Performance	May 5, 2019	Data AugmentationFace Detection	—Unverified
CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement	Mar 12, 2021	8kFace Detection	—Unverified
Creating A New Color Space utilizing PSO and FCM to Perform Skin Detection by using Neural Network and ANFIS	Jun 22, 2021	Face Detection	—Unverified
Are Commercial Face Detection Models as Biased as Academic Models?	Jan 25, 2022	Face DetectionFairness	—Unverified
COVID-19 Monitoring System using Social Distancing and Face Mask Detection on Surveillance video datasets	Oct 8, 2021	ClusteringFace Detection	—Unverified
Convolutional Neural Network Based Partial Face Detection	Jun 29, 2022	BIG-bench Machine LearningFace Detection	—Unverified
A Real-Time Multi-Task Learning System for Joint Detection of Face, Facial Landmark and Head Pose	Sep 21, 2023	Face DetectionFacial Landmark Detection	—Unverified
Aggregate channel features for multi-view face detection	Jul 15, 2014	Face Detectionmulti-view detection	—Unverified
Convolutional aggregation of local evidence for large pose face alignment	Sep 21, 2016	Face AlignmentFace Detection	—Unverified
A Real Time Facial Expression Classification System Using Local Binary Patterns	May 15, 2015	Emotion RecognitionFace Detection	—Unverified
Continuous Trade-off Optimization between Fast and Accurate Deep Face Detectors	Nov 27, 2018	Face Detection	—Unverified
A Functional Regression approach to Facial Landmark Tracking	Dec 7, 2016	Face DetectionIncremental Learning	—Unverified
Active Testing for Face Detection and Localization	Mar 27, 2010	Face Detection	—Unverified
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps	Apr 29, 2021	Face Detectionobject-detection	—Unverified
Comparing Face Detection and Recognition Techniques	Apr 19, 2016	Face DetectionFace Recognition	—Unverified
An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems	Oct 1, 2013	Face Detection	—Unverified
Face Detection with a 3D Model	Apr 14, 2014	Face Detectionmodel	—Unverified
A novel approach to nose-tip and eye corners detection using H-K Curvature Analysis in case of 3D images	Sep 18, 2013	Face Detection	—Unverified
A Framework for Fast Face and Eye Detection	May 13, 2015	Face Detection	—Unverified
Face Detection Using Radial Basis Functions Neural Networks With Fixed Spread	Aug 7, 2014	Face DetectionFace Recognition	—Unverified
Face Detection Using Improved Faster RCNN	Feb 6, 2018	Face DetectionObject	—Unverified
CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection	Jun 17, 2016	Face DetectionFace Recognition	—Unverified
Face Detection using Deep Learning: An Improved Faster RCNN Approach	Jan 28, 2017	Deep LearningFace 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