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 76–100 of 536 papers

Title	Date	Tasks	Status	Score
Classifying emotions and engagement in online learning based on a single facial expression recognition neural network	Jul 4, 2022	Efficient Neural NetworkEmotion Recognition	CodeCode Available	5
A Framework for Event-based Computer Vision on a Mobile Device	May 13, 2022	Face DetectionGesture Recognition	CodeCode Available	5
LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality Filters	Mar 11, 2022	Face DetectionImage Enhancement	CodeCode Available	5
Cartoon Face Recognition: A Benchmark Dataset	Jul 31, 2019	Domain AdaptationFace Detection	CodeCode Available	5
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition	Mar 3, 2016	Face DetectionMulti-Task Learning	CodeCode Available	5
iExam: A Novel Online Exam Monitoring and Analysis System Based on Face Detection and Recognition	Jun 27, 2022	Face DetectionFace Recognition	CodeCode Available	5
Can we still avoid automatic face detection?	Feb 14, 2016	Face DetectionFace Recognition	CodeCode Available	5
A Fast and Accurate Unconstrained Face Detector	Aug 6, 2014	Face DetectionRobust Face Recognition	CodeCode Available	5
Image-based Portrait Engraving	Aug 12, 2020	Face Detection	CodeCode Available	5
From Facial Parts Responses to Face Detection: A Deep Learning Approach	Sep 22, 2015	Deep LearningFace Detection	CodeCode Available	5
Bringing Cartoons to Life: Towards Improved Cartoon Face Detection and Recognition Systems	Apr 5, 2018	Face DetectionFace Recognition	CodeCode Available	5
Finding Tiny Faces	Dec 13, 2016	Face DetectionObject Recognition	CodeCode Available	5
Block shuffling learning for Deepfake Detection	Feb 6, 2022	DeepFake DetectionFace Detection	CodeCode Available	5
FCHD: Fast and accurate head detection in crowded scenes	Sep 24, 2018	Face DetectionGeneral Classification	CodeCode Available	5
Adversarial Occlusion-aware Face Detection	Sep 15, 2017	Face DetectionOccluded Face Detection	CodeCode Available	5
A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"	Mar 18, 2016	Face AlignmentFace Detection	CodeCode Available	5
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs	Jul 11, 2019	Face DetectionGPU	CodeCode Available	5
FairDeFace: Evaluating the Fairness and Adversarial Robustness of Face Obfuscation Methods	Mar 11, 2025	Adversarial RobustnessFace Detection	CodeCode Available	5
CenterFace: Joint Face Detection and Alignment Using Face as Point	Nov 9, 2019	CPUFace Detection	CodeCode Available	5
Image Enhancement for Remote Photoplethysmography in a Low-Light Environment	Mar 16, 2023	Face DetectionHeart rate estimation	CodeCode Available	5
Face Detection with End-to-End Integration of a ConvNet and a 3D Model	Jun 2, 2016	Face DetectionFace Model	CodeCode Available	5
B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM Pruning	Jan 28, 2025	Bayesian OptimizationFace Detection	CodeCode Available	5
Face Detection with the Faster R-CNN	Jun 10, 2016	Face Detectionobject-detection	CodeCode Available	5
Face Attention Network: An Effective Face Detector for the Occluded Faces	Nov 20, 2017	Data AugmentationFace Detection	CodeCode Available	5
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection	Jul 1, 2017	Face DetectionFacial Landmark Detection	CodeCode Available	5

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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