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 426–450 of 536 papers

Title	Date	Tasks	Status
Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces	May 13, 2022	Face Detection	—Unverified
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild	Jul 30, 2021	Face DetectionFace Swapping	—Unverified
Optimized clothes segmentation to boost gender classification in unconstrained scenarios	Nov 12, 2016	ClassificationClustering	—Unverified
PAL: Intelligence Augmentation using Egocentric Visual Context Detection	May 22, 2021	ClusteringDeep Learning	—Unverified
Partial Face Detection for Continuous Authentication	Mar 30, 2016	Face Detection	—Unverified
Partial Face Detection in the Mobile Domain	Apr 7, 2017	Binary ClassificationData Augmentation	—Unverified
Percol0 - un syst\`eme multimodal de d\'etection de personnes dans des documents vid\'eo (Percol0 - A multimodal person detection system in video documents) [in French]	Jun 1, 2012	Face DetectionHuman Detection	—Unverified
Performance analysis of facial recognition: A critical review through glass factor	Apr 4, 2021	Face DetectionFace Recognition	—Unverified
Pixelation is NOT Done in Videos Yet	Mar 26, 2019	ClusteringFace Detection	—Unverified
Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming	Jan 4, 2021	ClusteringFace Detection	—Unverified
Person Detection in Collaborative Group Learning Environments Using Multiple Representations	Dec 22, 2021	Face DetectionHuman Detection	—Unverified
Physical Attribute Prediction Using Deep Residual Neural Networks	Dec 19, 2018	AttributeFace Detection	—Unverified
PiBase: An IoT-based Security System using Raspberry Pi and Google Firebase	Jul 29, 2021	Face DetectionFace Recognition	—Unverified
PIE: Physics-inspired Low-light Enhancement	Apr 6, 2024	Contrastive LearningFace Detection	—Unverified
Poly-NL: Linear Complexity Non-local Layers with Polynomials	Jul 6, 2021	Face DetectionInstance Segmentation	—Unverified
Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials	Jan 1, 2021	Face DetectionInstance Segmentation	—Unverified
Pooling Facial Segments to Face: The Shallow and Deep Ends	Jan 29, 2017	Data AugmentationFace Detection	—Unverified
PoshakNet: Framework for matching dresses from real-life photos using GAN and Siamese Network	Nov 11, 2019	Face DetectionGenerative Adversarial Network	—Unverified
Practical Digital Disguises: Leveraging Face Swaps to Protect Patient Privacy	Apr 7, 2022	Face DetectionFace Swapping	—Unverified
Precise Box Score: Extract More Information from Datasets to Improve the Performance of Face Detection	Apr 28, 2018	Face DetectionModel Compression	—Unverified
Predicting human gaze using low-level saliency combined with face detection	Dec 1, 2007	Face Detection	—Unverified
From Facial Parts Responses to Face Detection: A Deep Learning Approach	Sep 22, 2015	Deep LearningFace Detection	CodeCode Available
Finding Tiny Faces	Dec 13, 2016	Face DetectionObject Recognition	CodeCode Available
Object Detection with Pixel Intensity Comparisons Organized in Decision Trees	May 20, 2013	Face DetectionObject	CodeCode Available
Real-world adversarial attack on MTCNN face detection system	Oct 14, 2019	Adversarial Attack	CodeCode Available

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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