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
Exploring Depth Information for Detecting Manipulated Face Videos	Nov 27, 2024	Face DetectionFace Recognition	—Unverified	0
An Enhancement of Haar Cascade Algorithm Applied to Face Recognition for Gate Pass Security	Nov 6, 2024	Face DetectionFace Recognition	—Unverified	0
Autobiasing Event Cameras	Nov 1, 2024	Face Detectionobject-detection	—Unverified	0
Descriptor: Face Detection Dataset for Programmable Threshold-Based Sparse-Vision	Oct 1, 2024	Face Detectionobject-detection	CodeCode Available	0
Template-based Multi-Domain Face Recognition	Sep 15, 2024	Domain AdaptationDomain Generalization	—Unverified	0
Watchlist Challenge: 3rd Open-set Face Detection and Identification	Sep 11, 2024	Face DetectionFace Recognition	—Unverified	0
Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization	Aug 5, 2024	Face DetectionMixture-of-Experts	—Unverified	0
Local Binary Pattern(LBP) Optimization for Feature Extraction	Jul 26, 2024	Face DetectionFacial Expression Recognition	—Unverified	0
The use of the symmetric finite difference in the local binary pattern (symmetric LBP)	Jul 18, 2024	Face DetectionFacial Expression Recognition	—Unverified	0
FDLite: A Single Stage Lightweight Face Detector Network	Jun 27, 2024	Face Detection	—Unverified	0
GANmut: Generating and Modifying Facial Expressions	Jun 16, 2024	BenchmarkingDiversity	—Unverified	0
LenslessFace: An End-to-End Optimized Lensless System for Privacy-Preserving Face Verification	Jun 6, 2024	Face DetectionFace Verification	CodeCode Available	1
Exploring Thermography Technology: A Comprehensive Facial Dataset for Face Detection, Recognition, and Emotion	May 28, 2024	BenchmarkingEmotion Recognition	—Unverified	0
Selfie Taking with Facial Expression Recognition Using Omni-directional Camera	May 25, 2024	AllFace Detection	—Unverified	0
Automating Attendance Management in Human Resources: A Design Science Approach Using Computer Vision and Facial Recognition	May 21, 2024	Edge DetectionFace Detection	—Unverified	0
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method	May 14, 2024	Face DetectionMulti-class Classification	CodeCode Available	0
CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication	May 12, 2024	Face DetectionFederated Learning	—Unverified	0
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models	May 1, 2024	Face Detection	—Unverified	0
ID-Aligner: Enhancing Identity-Preserving Text-to-Image Generation with Reward Feedback Learning	Apr 23, 2024	Face DetectionImage Generation	—Unverified	0
Enhanced Facial Feature Extraction and Recignation Using Optimal Fully Dispersed Haar-like Filters	Apr 16, 2024	Face Detection	—Unverified	0
PIE: Physics-inspired Low-light Enhancement	Apr 6, 2024	Contrastive LearningFace Detection	—Unverified	0
VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis	Mar 13, 2024	Face DetectionVideo Editing	—Unverified	0
Face Swap via Diffusion Model	Mar 2, 2024	Face AlignmentFace Detection	CodeCode Available	2
SecurePose: Automated Face Blurring and Human Movement Kinematics Extraction from Videos Recorded in Clinical Settings	Feb 21, 2024	Face DetectionPose Estimation	—Unverified	0
Face Detection: Present State and Research Directions	Feb 6, 2024	Face Detection	—Unverified	0

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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