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 451–475 of 536 papers

Title	Date	Tasks	Status	Hype
Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-related Applications	Jun 10, 2016	Face DetectionFacial Expression Recognition	—Unverified	0
Face Detection with the Faster R-CNN	Jun 10, 2016	Face Detectionobject-detection	CodeCode Available	0
Face Detection with End-to-End Integration of a ConvNet and a 3D Model	Jun 2, 2016	Face DetectionFace Model	CodeCode Available	0
Large Scale Hard Sample Mining With Monte Carlo Tree Search	Jun 1, 2016	Face Detectionobject-detection	—Unverified	0
Joint Training of Cascaded CNN for Face Detection	Jun 1, 2016	Face DetectionRegion Proposal	—Unverified	0
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks	May 9, 2016	Face DetectionFace Recognition	—Unverified	0
Comparing Face Detection and Recognition Techniques	Apr 19, 2016	Face DetectionFace Recognition	—Unverified	0
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks	Apr 11, 2016	Code GenerationFace Alignment	CodeCode Available	1
Partial Face Detection for Continuous Authentication	Mar 30, 2016	Face Detection	—Unverified	0
A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"	Mar 18, 2016	Face AlignmentFace Detection	CodeCode Available	0
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	0
Deep Feature-based Face Detection on Mobile Devices	Feb 16, 2016	Face Detection	—Unverified	0
Can we still avoid automatic face detection?	Feb 14, 2016	Face DetectionFace Recognition	CodeCode Available	0
Selective Encoding for Recognizing Unreliably Localized Faces	Dec 1, 2015	Face DetectionFace Verification	CodeCode Available	0
Regressive Tree Structured Model for Facial Landmark Localization	Dec 1, 2015	Face AlignmentFace Detection	—Unverified	0
Visual Phrases for Exemplar Face Detection	Dec 1, 2015	Face DetectionRetrieval	—Unverified	0
Context-aware CNNs for person head detection	Nov 24, 2015	Face DetectionHead Detection	CodeCode Available	0
WIDER FACE: A Face Detection Benchmark	Nov 20, 2015	Face Detection	CodeCode Available	0
An Empirical Study of Recent Face Alignment Methods	Nov 16, 2015	Face AlignmentFace Detection	—Unverified	0
From Facial Parts Responses to Face Detection: A Deep Learning Approach	Sep 22, 2015	Deep LearningFace Detection	CodeCode Available	0
DenseBox: Unifying Landmark Localization with End to End Object Detection	Sep 16, 2015	Face DetectionMulti-Task Learning	CodeCode Available	0
SPECFACE - A Dataset of Human Faces Wearing Spectacles	Sep 16, 2015	Face Detection	—Unverified	0
Learning Sampling Distributions for Efficient Object Detection	Aug 23, 2015	Face DetectionObject	—Unverified	0
Cascade Learning by Optimally Partitioning	Aug 18, 2015	Face Detectionobject-detection	—Unverified	0
A Deep Pyramid Deformable Part Model for Face Detection	Aug 18, 2015	Face DetectionRobust Face 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