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 151–175 of 536 papers

Title	Date	Tasks	Status
The Importance of the Instantaneous Phase in Detecting Faces with Convolutional Neural Networks	Aug 3, 2022	Face DetectionTransfer Learning	—Unverified
Low-complexity Approximate Convolutional Neural Networks	Jul 29, 2022	Face Detection	—Unverified
An Efficient Method for Face Quality Assessment on the Edge	Jul 19, 2022	Face DetectionFace Quality Assessement	—Unverified
Classifying emotions and engagement in online learning based on a single facial expression recognition neural network	Jul 4, 2022	Efficient Neural NetworkEmotion Recognition	—Unverified
Convolutional Neural Network Based Partial Face Detection	Jun 29, 2022	BIG-bench Machine LearningFace Detection	—Unverified
iExam: A Novel Online Exam Monitoring and Analysis System Based on Face Detection and Recognition	Jun 27, 2022	Face DetectionFace Recognition	CodeCode Available
Guiding Visual Attention in Deep Convolutional Neural Networks Based on Human Eye Movements	Jun 21, 2022	Face DetectionObject Recognition	—Unverified
0/1 Deep Neural Networks via Block Coordinate Descent	Jun 19, 2022	10-shot image generation	—Unverified
Efficiency Comparison of AI classification algorithms for Image Detection and Recognition in Real-time	Jun 12, 2022	Face Detection	—Unverified
Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency	Jun 9, 2022	Face DetectionImage Quality Assessment	—Unverified
Analysis of face detection, face landmarking, and face recognition performance with masked face images	Jun 3, 2022	Face DetectionFace Recognition	—Unverified
Research on Smoking Behavior Detection System Based on Deep Learning	Jun 1, 2022	Deep LearningFace Detection	—Unverified
A model aggregation approach for high-dimensional large-scale optimization	May 16, 2022	Bayesian OptimizationFace Detection	—Unverified
Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces	May 13, 2022	Face Detection	—Unverified
A Framework for Event-based Computer Vision on a Mobile Device	May 13, 2022	Face DetectionGesture Recognition	CodeCode Available
Face Detection on Mobile: Five Implementations and Analysis	May 11, 2022	Emotion RecognitionFace Detection	—Unverified
Epistemic Uncertainty-Weighted Loss for Visual Bias Mitigation	Apr 20, 2022	Face Detection	—Unverified
De-biasing facial detection system using VAE	Apr 16, 2022	Face Detection	—Unverified
Practical Digital Disguises: Leveraging Face Swaps to Protect Patient Privacy	Apr 7, 2022	Face DetectionFace Swapping	—Unverified
Robust Neonatal Face Detection in Real-world Clinical Settings	Apr 1, 2022	Face Detection	CodeCode Available
Using Active Speaker Faces for Diarization in TV shows	Mar 30, 2022	Face ClusteringFace Detection	—Unverified
Privacy-preserving Online AutoML for Domain-Specific Face Detection	Mar 16, 2022	AutoMLFace Detection	—Unverified
LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality Filters	Mar 11, 2022	Face DetectionImage Enhancement	CodeCode Available
An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection	Mar 10, 2022	Decision MakingFace Detection	—Unverified
GAN-generated Faces Detection: A Survey and New Perspectives	Feb 15, 2022	Face DetectionSurvey	—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