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 101–125 of 536 papers

Title	Date	Tasks	Status
Comparing Face Detection and Recognition Techniques	Apr 19, 2016	Face DetectionFace Recognition	—Unverified
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps	Apr 29, 2021	Face Detectionobject-detection	—Unverified
A Functional Regression approach to Facial Landmark Tracking	Dec 7, 2016	Face DetectionIncremental Learning	—Unverified
Continuous Trade-off Optimization between Fast and Accurate Deep Face Detectors	Nov 27, 2018	Face Detection	—Unverified
Convolutional aggregation of local evidence for large pose face alignment	Sep 21, 2016	Face AlignmentFace Detection	—Unverified
A Real Time Facial Expression Classification System Using Local Binary Patterns	May 15, 2015	Emotion RecognitionFace Detection	—Unverified
Convolutional Neural Network Based Partial Face Detection	Jun 29, 2022	BIG-bench Machine LearningFace Detection	—Unverified
COVID-19 Monitoring System using Social Distancing and Face Mask Detection on Surveillance video datasets	Oct 8, 2021	ClusteringFace Detection	—Unverified
Creating A New Color Space utilizing PSO and FCM to Perform Skin Detection by using Neural Network and ANFIS	Jun 22, 2021	Face Detection	—Unverified
CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement	Mar 12, 2021	8kFace Detection	—Unverified
CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication	May 12, 2024	Face DetectionFederated Learning	—Unverified
Are Face Detection Models Biased?	Nov 7, 2022	AttributeBinary Classification	—Unverified
DAFE-FD: Density Aware Feature Enrichment for Face Detection	Jan 16, 2019	Crowd CountingDensity Estimation	—Unverified
Dataset Cleaning -- A Cross Validation Methodology for Large Facial Datasets using Face Recognition	Mar 24, 2020	Face DetectionFace Recognition	—Unverified
Datasets for Face and Object Detection in Fisheye Images	Jun 27, 2019	Face DetectionObject	—Unverified
De-biasing facial detection system using VAE	Apr 16, 2022	Face Detection	—Unverified
Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks	Mar 3, 2021	DeblurringFace Detection	—Unverified
Deepfake Detection with Optimized Hybrid Model: EAR Biometric Descriptor via Improved RCNN	Mar 16, 2025	DeepFake DetectionFace Detection	—Unverified
Deep Feature-based Face Detection on Mobile Devices	Feb 16, 2016	Face Detection	—Unverified
Deep Learning based CNN Model for Classification and Detection of Individuals Wearing Face Mask	Nov 17, 2023	Face Detectionimage-classification	—Unverified
Deep Learning for Automatic Detection and Facial Recognition in Japanese Macaques: Illuminating Social Networks	Oct 10, 2023	Face Detectionobject-detection	—Unverified
A Study of Local Binary Pattern Method for Facial Expression Detection	Feb 4, 2014	Face DetectionFace Recognition	—Unverified
Deep Learning with Energy-efficient Binary Gradient Cameras	Dec 3, 2016	Deep LearningFace Detection	—Unverified
Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification	Feb 10, 2020	AttributeFace Detection	—Unverified
Cascade Learning by Optimally Partitioning	Aug 18, 2015	Face Detectionobject-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