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
Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks	Nov 17, 2019	Face Detection	—Unverified
Exploring Depth Information for Detecting Manipulated Face Videos	Nov 27, 2024	Face DetectionFace Recognition	—Unverified
Exploring Depth Information for Face Manipulation Detection	Dec 29, 2022	Face DetectionFace Recognition	—Unverified
BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector	Jun 1, 2020	Face Detectionimage-classification	—Unverified
Exploring Thermography Technology: A Comprehensive Facial Dataset for Face Detection, Recognition, and Emotion	May 28, 2024	BenchmarkingEmotion Recognition	—Unverified
Face Anti-Spoofing: Model Matters, so Does Data	Jun 1, 2019	Face Anti-SpoofingFace Detection	—Unverified
Cascade Learning by Optimally Partitioning	Aug 18, 2015	Face Detectionobject-detection	—Unverified
Efficient Boosted Exemplar-based Face Detection	Jun 1, 2014	Face Detection	—Unverified
Face Detection and Face Recognition In the Wild Using Off-the-Shelf Freely Available Components	Jan 19, 2019	Face DetectionFace Recognition	—Unverified
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild	May 5, 2017	Face AlignmentFace Detection	—Unverified
Face Detection from still and Video Images using Unsupervised Cellular Automata with K means clustering algorithm	Dec 15, 2013	ClusteringFace Detection	—Unverified
Efficiency Comparison of AI classification algorithms for Image Detection and Recognition in Real-time	Jun 12, 2022	Face Detection	—Unverified
Face Detection in Extreme Conditions: A Machine-learning Approach	Jan 17, 2022	BIG-bench Machine LearningFace Detection	—Unverified
Face Detection in Repeated Settings	Mar 20, 2019	Face DetectionFace Verification	—Unverified
Face Detection in the Operating Room: Comparison of State-of-the-art Methods and a Self-supervised Approach	Nov 29, 2018	Domain AdaptationFace Detection	—Unverified
Beyond Trade-off: Accelerate FCN-based Face Detector with Higher Accuracy	Apr 14, 2018	Face DetectionPhilosophy	—Unverified
Face Detection on Surveillance Images	Oct 22, 2019	BenchmarkingFace Detection	—Unverified
Face Detection: Present State and Research Directions	Feb 6, 2024	Face Detection	—Unverified
Face Detection through Scale-Friendly Deep Convolutional Networks	Jun 9, 2017	Face Detection	—Unverified
Face Detection Using Adaboosted SVM-Based Component Classifier	Dec 13, 2008	Face DetectionGeneral Classification	—Unverified
Face Detection using Deep Learning: An Improved Faster RCNN Approach	Jan 28, 2017	Deep LearningFace Detection	—Unverified
Face Detection Using Improved Faster RCNN	Feb 6, 2018	Face DetectionObject	—Unverified
Face Detection Using Radial Basis Functions Neural Networks With Fixed Spread	Aug 7, 2014	Face DetectionFace Recognition	—Unverified
Face Detection with a 3D Model	Apr 14, 2014	Face Detectionmodel	—Unverified
An Efficient Method for Face Quality Assessment on the Edge	Jul 19, 2022	Face DetectionFace Quality Assessement	—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