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 301–325 of 536 papers

Title	Date	Tasks	Status
Joint Face Detection and Facial Motion Retargeting for Multiple Faces	Feb 27, 2019	3D Face ReconstructionFace Alignment	—Unverified
Joint Multi-view Face Alignment in the Wild	Aug 20, 2017	Face AlignmentFace Detection	—Unverified
Joint Training of Cascaded CNN for Face Detection	Jun 1, 2016	Face DetectionRegion Proposal	—Unverified
KPNet: Towards Minimal Face Detector	Mar 17, 2020	Face DetectionGPU	—Unverified
Thermal Vision: Pioneering Non-Invasive Temperature Tracking in Congested Spaces	Dec 1, 2024	Face Detectionregression	—Unverified
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention	May 12, 2025	Face Detection	—Unverified
Large-scale Datasets: Faces with Partial Occlusions and Pose Variations in the Wild	Jun 27, 2017	Face DetectionFace Recognition	—Unverified
Large Scale Hard Sample Mining With Monte Carlo Tree Search	Jun 1, 2016	Face Detectionobject-detection	—Unverified
LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems	May 16, 2017	Face Detectionimage-classification	—Unverified
An FPGA-based Parallel Architecture for Face Detection using Mixed Color Models	May 27, 2014	Face Detection	—Unverified
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision	Nov 20, 2018	Face DetectionSegmentation	—Unverified
Learning Sampling Distributions for Efficient Object Detection	Aug 23, 2015	Face DetectionObject	—Unverified
An Enhancement of Haar Cascade Algorithm Applied to Face Recognition for Gate Pass Security	Nov 6, 2024	Face DetectionFace Recognition	—Unverified
Learning Visual Voice Activity Detection with an Automatically Annotated Dataset	Sep 23, 2020	Action DetectionActivity Detection	—Unverified
An Empirical Study of Recent Face Alignment Methods	Nov 16, 2015	Face AlignmentFace Detection	—Unverified
WIDER Face and Pedestrian Challenge 2018: Methods and Results	Feb 19, 2019	Face DetectionPedestrian Detection	—Unverified
Leveraging Simultaneous Usage of Edge GPU Hardware Engines for Video Face Detection and Recognition	May 7, 2025	Face DetectionFace Recognition	—Unverified
The use of the symmetric finite difference in the local binary pattern (symmetric LBP)	Jul 18, 2024	Face DetectionFacial Expression Recognition	—Unverified
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces	Aug 22, 2022	Face DetectionImage Generation	—Unverified
An Empirical Study of Adder Neural Networks for Object Detection	Dec 27, 2021	Autonomous DrivingFace Detection	—Unverified
Live Detection of Face Using Machine Learning with Multi-feature Method	Jul 27, 2018	BIG-bench Machine LearningFace Detection	—Unverified
Local Binary Pattern(LBP) Optimization for Feature Extraction	Jul 26, 2024	Face DetectionFacial Expression Recognition	—Unverified
Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system	Oct 9, 2020	Face Detection	—Unverified
An Efficient Multitask Neural Network for Face Alignment, Head Pose Estimation and Face Tracking	Mar 13, 2021	Face AlignmentFace Detection	—Unverified
Long-term face tracking in the wild using deep learning	May 19, 2018	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