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 151–175 of 536 papers

Title	Date	Tasks	Status	Hype
Detect Faces Efficiently: A Survey and Evaluations	Dec 3, 2021	Deep LearningFace Detection	CodeCode Available	3
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning	Dec 1, 2021	Deep LearningFace Detection	CodeCode Available	0
Simultaneous face detection and 360 degree headpose estimation	Nov 23, 2021	Face DetectionHead Pose Estimation	CodeCode Available	0
Two-Face: Adversarial Audit of Commercial Face Recognition Systems	Nov 17, 2021	Face DetectionFace Recognition	—Unverified	0
Unsupervised Spiking Instance Segmentation on Event Data using STDP	Nov 9, 2021	Event-based visionFace Detection	—Unverified	0
Evaluation of Human and Machine Face Detection using a Novel Distinctive Human Appearance Dataset	Nov 1, 2021	Face Detection	—Unverified	0
whu-nercms at trecvid2021:instance search task	Oct 30, 2021	Action DetectionFace Detection	—Unverified	0
Facial Recognition in Collaborative Learning Videos	Oct 25, 2021	Face DetectionFace Recognition	—Unverified	0
MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation	Oct 21, 2021	Face DetectionFace Recognition	CodeCode Available	1
On the Effect of Selfie Beautification Filters on Face Detection and Recognition	Oct 17, 2021	Face Detection	—Unverified	0
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement	Oct 9, 2021	Face DetectionPhotoplethysmography (PPG) heart rate estimation	—Unverified	0
COVID-19 Monitoring System using Social Distancing and Face Mask Detection on Surveillance video datasets	Oct 8, 2021	ClusteringFace Detection	—Unverified	0
Bounding-box deep calibration for high performance face detection	Oct 8, 2021	Face DetectionVocal Bursts Intensity Prediction	CodeCode Available	0
Balanced Masked and Standard Face Recognition	Oct 4, 2021	Data AugmentationFace Detection	—Unverified	0
EfficientPhys: Enabling Simple, Fast, and Accurate Camera-Based Vitals Measurement	Sep 29, 2021	Face Detection	—Unverified	0
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks	Sep 29, 2021	Edge-computingFace Detection	—Unverified	0
Robustness Analysis of Deep Learning Frameworks on Mobile Platforms	Sep 20, 2021	BIG-bench Machine LearningDeep Learning	CodeCode Available	0
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces	Sep 5, 2021	Face Detection	—Unverified	0
Robustness Disparities in Commercial Face Detection	Aug 27, 2021	Face Detection	CodeCode Available	0
Real-time Indian Sign Language (ISL) Recognition	Aug 24, 2021	Face DetectionGesture Recognition	—Unverified	0
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild	Jul 30, 2021	Face DetectionFace Swapping	—Unverified	0
PiBase: An IoT-based Security System using Raspberry Pi and Google Firebase	Jul 29, 2021	Face DetectionFace Recognition	—Unverified	0
Rank-based verification for long-term face tracking in crowded scenes	Jul 28, 2021	Face DetectionFace Recognition	CodeCode Available	1
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment	Jul 8, 2021	Face DetectionImage Super-Resolution	—Unverified	0
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning	Jul 8, 2021	Face DetectionFace Recognition	—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