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 326–350 of 536 papers

Title	Date	Tasks	Status
Template-based Multi-Domain Face Recognition	Sep 15, 2024	Domain AdaptationDomain Generalization	—Unverified
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances	Sep 28, 2020	Face AlignmentFace Detection	—Unverified
The Fastest Deformable Part Model for Object Detection	Jun 1, 2014	Face DetectionObject	—Unverified
The Importance of the Instantaneous Phase in Detecting Faces with Convolutional Neural Networks	Aug 3, 2022	Face DetectionTransfer Learning	—Unverified
The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring	Apr 25, 2018	Action Unit DetectionFace Detection	—Unverified
Thermal Vision: Pioneering Non-Invasive Temperature Tracking in Congested Spaces	Dec 1, 2024	Face Detectionregression	—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
To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection	Jan 6, 2017	Face Detectionobject-detection	—Unverified
Towards a Deep Learning Framework for Unconstrained Face Detection	Dec 16, 2016	Deep LearningFace Detection	—Unverified
Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision	Sep 25, 2020	Face DetectionGeneral Classification	—Unverified
Two-Face: Adversarial Audit of Commercial Face Recognition Systems	Nov 17, 2021	Face DetectionFace Recognition	—Unverified
Two-Stream Neural Networks for Tampered Face Detection	Mar 29, 2018	Face DetectionFace Swapping	—Unverified
UG^2+ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments	Apr 9, 2019	Face Detection	—Unverified
Ultra-low-power Wireless Streaming Cameras	Jul 27, 2017	Face Detection	—Unverified
UMDFaces: An Annotated Face Dataset for Training Deep Networks	Nov 4, 2016	Face DetectionFace Recognition	—Unverified
Unconstrained Face Detection and Open-Set Face Recognition Challenge	Aug 8, 2017	Face DetectionFace Identification	—Unverified
Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD	Apr 2, 2021	Face DetectionFace Recognition	—Unverified
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks	May 9, 2016	Face DetectionFace Recognition	—Unverified
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation	Jul 17, 2019	Face DetectionSingle Image Haze Removal	—Unverified
UnitBox: An Advanced Object Detection Network	Aug 4, 2016	Face DetectionObject	—Unverified
Unsupervised Hard Example Mining from Videos for Improved Object Detection	Aug 13, 2018	Face Detectionobject-detection	—Unverified
Unsupervised Incremental Learning of Deep Descriptors From Video Streams	Aug 11, 2017	Face DetectionIncremental Learning	—Unverified
Unsupervised skin tissue segmentation for remote photoplethysmography	Jun 1, 2019	Face DetectionSuperpixels	—Unverified
Unsupervised Spiking Instance Segmentation on Event Data using STDP	Nov 9, 2021	Event-based visionFace 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