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 26–50 of 536 papers

Title	Date	Tasks	Status	Hype	Score
R2RNet: Low-light Image Enhancement via Real-low to Real-normal Network	Jun 28, 2021	DenoisingFace Detection	CodeCode Available	1	5
Long-Term Face Tracking for Crowded Video-Surveillance Scenarios	Oct 17, 2020	Face DetectionFace Recognition	CodeCode Available	1	5
Recurrent Exposure Generation for Low-Light Face Detection	Jul 21, 2020	Face DetectionImage Enhancement	CodeCode Available	1	5
Face Hallucination via Split-Attention in Split-Attention Network	Oct 22, 2020	Face DetectionFace Hallucination	CodeCode Available	1	5
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video Podcasts	May 24, 2022	Face DetectionFace Generation	CodeCode Available	1	5
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation	Jun 8, 2021	2D Human Pose EstimationFace Detection	CodeCode Available	1	5
RetinaFace: Single-stage Dense Face Localisation in the Wild	May 2, 2019	Face DetectionFace Verification	CodeCode Available	1	5
Center and Scale Prediction: Anchor-free Approach for Pedestrian and Face Detection	Apr 5, 2019	Face Detectionobject-detection	CodeCode Available	1	5
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation	Dec 14, 2020	3D Face AlignmentFace Alignment	CodeCode Available	1	5
Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion	Nov 28, 2023	Face DetectionNetwork Pruning	CodeCode Available	1	5
Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection	Dec 2, 2024	Adversarial AttackFace Detection	CodeCode Available	1	5
HLA-Face: Joint High-Low Adaptation for Low Light Face Detection	Apr 5, 2021	Autonomous DrivingFace Detection	CodeCode Available	1	5
How Robust is Google's Bard to Adversarial Image Attacks?	Sep 21, 2023	Adversarial RobustnessChatbot	CodeCode Available	1	5
Global Texture Enhancement for Fake Face Detection in the Wild	Feb 1, 2020	Face DetectionFake Image Detection	CodeCode Available	1	5
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks	Apr 11, 2016	Code GenerationFace Alignment	CodeCode Available	1	5
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation	Mar 1, 2021	CPUFace Detection	CodeCode Available	1	5
LenslessFace: An End-to-End Optimized Lensless System for Privacy-Preserving Face Verification	Jun 6, 2024	Face DetectionFace Verification	CodeCode Available	1	5
Detecting Adversarial Faces Using Only Real Face Self-Perturbations	Apr 22, 2023	Face Detection	CodeCode Available	1	5
ACFD: Asymmetric Cartoon Face Detector	Jul 2, 2020	Binary ClassificationFace Detection	CodeCode Available	1	5
LPYOLO: Low Precision YOLO for Face Detection on FPGA	Jul 21, 2022	CPUDecision Making	CodeCode Available	1	5
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics	Dec 18, 2016	EEGElectroencephalogram (EEG)	CodeCode Available	1	5
Fake face detection via adaptive manipulation traces extraction network	May 11, 2020	Face DetectionFace Swapping	CodeCode Available	1	5
MogFace: Towards a Deeper Appreciation on Face Detection	Mar 20, 2021	Data AugmentationFace Detection	CodeCode Available	1	5
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings	Nov 19, 2022	Body DetectionFace Detection	CodeCode Available	1	5
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision	Aug 7, 2023	Face Detectionobject-detection	CodeCode Available	1	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