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 201–225 of 536 papers

Title	Date	Tasks	Status
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
Face Expression Recognition and Analysis: The State of the Art	Mar 30, 2012	Face Detection	—Unverified
Face-Focused Cross-Stream Network for Deception Detection in Videos	Dec 11, 2018	Deception DetectionDeception Detection In Videos	—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
Face Detection Using Adaboosted SVM-Based Component Classifier	Dec 13, 2008	Face DetectionGeneral Classification	—Unverified
A Nonconvex Projection Method for Robust PCA	May 21, 2018	Face DetectionShadow Removal	—Unverified
FaceOff: Anonymizing Videos in the Operating Rooms	Aug 6, 2018	Face Detection	—Unverified
Face Prediction Model for an Automatic Age-invariant Face Recognition System	Apr 16, 2015	Age-Invariant Face RecognitionFace Detection	—Unverified
Face R-CNN	Jun 4, 2017	Face Detectionobject-detection	—Unverified
Face Detection through Scale-Friendly Deep Convolutional Networks	Jun 9, 2017	Face Detection	—Unverified
Face Detection: Present State and Research Directions	Feb 6, 2024	Face Detection	—Unverified
Face Verification Using Boosted Cross-Image Features	Sep 28, 2013	Face DetectionFace Recognition	—Unverified
Face Verification Using Kernel Principle Component Analysis	Nov 19, 2013	Face DetectionFace Recognition	—Unverified
Facial Emotions Recognition using Convolutional Neural Net	Jan 6, 2020	Emotion RecognitionFace Detection	—Unverified
Facial Landmark Machines: A Backbone-Branches Architecture with Progressive Representation Learning	Dec 10, 2018	Face AlignmentFace Detection	—Unverified
Facial Recognition in Collaborative Learning Videos	Oct 25, 2021	Face DetectionFace Recognition	—Unverified
Fair comparison of skin detection approaches on publicly available datasets	Feb 7, 2018	Face Detection	—Unverified
Classifying Deepfakes Using Swin Transformers	Jan 26, 2025	DeepFake DetectionFace Detection	—Unverified
Face Detection on Surveillance Images	Oct 22, 2019	BenchmarkingFace Detection	—Unverified
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces	Sep 13, 2019	Face DetectionFace Recognition	—Unverified
FAME: Face Association through Model Evolution	Jul 10, 2014	Face DetectionFace Identification	—Unverified
Face Detection on Mobile: Five Implementations and Analysis	May 11, 2022	Emotion RecognitionFace 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