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 376–400 of 536 papers

Title	Date	Tasks	Status
An Occluded Stacked Hourglass Approach to Facial Landmark Localization and Occlusion Estimation	Feb 5, 2018	Face AlignmentFace Detection	—Unverified
Image Posterization Using Fuzzy Logic and Bilateral Filter	Feb 3, 2018	Face DetectionHuman Detection	—Unverified
Feeding Hand-Crafted Features for Enhancing the Performance of Convolutional Neural Networks	Jan 24, 2018	Emotion RecognitionFace Detection	—Unverified
Quality Classified Image Analysis with Application to Face Detection and Recognition	Jan 19, 2018	Face Detection	—Unverified
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks	Dec 22, 2017	Face Detection	—Unverified
FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection	Dec 11, 2017	DecoderFace Detection	—Unverified
Feature Agglomeration Networks for Single Stage Face Detection	Dec 3, 2017	Face DetectionGPU	—Unverified
Face Attention Network: An Effective Face Detector for the Occluded Faces	Nov 20, 2017	Data AugmentationFace Detection	CodeCode Available
Real-time Convolutional Neural Networks for Emotion and Gender Classification	Oct 20, 2017	Emotion ClassificationFace Detection	CodeCode Available
End-To-End Face Detection and Cast Grouping in Movies Using Erdos-Renyi Clustering	Oct 1, 2017	ClusteringFace Detection	—Unverified
Detecting Faces Using Inside Cascaded Contextual CNN	Oct 1, 2017	Face Detection	—Unverified
S3FD: Single Shot Scale-Invariant Face Detector	Oct 1, 2017	Face Detection	—Unverified
Can We Boost the Power of the Viola-Jones Face Detector Using Pre-processing? An Empirical Study	Sep 22, 2017	DeblurringFace Detection	—Unverified
Adversarial Occlusion-aware Face Detection	Sep 15, 2017	Face DetectionOccluded Face Detection	CodeCode Available
Detecting Faces Using Region-based Fully Convolutional Networks	Sep 14, 2017	Face DetectionPosition	CodeCode Available
Can you tell a face from a HEVC bitstream?	Sep 9, 2017	DecoderFace Detection	—Unverified
End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering	Sep 7, 2017	ClusteringFace Detection	—Unverified
Fast Landmark Localization with 3D Component Reconstruction and CNN for Cross-Pose Recognition	Aug 31, 2017	3D ReconstructionFace Detection	—Unverified
Joint Multi-view Face Alignment in the Wild	Aug 20, 2017	Face AlignmentFace Detection	—Unverified
S^3FD: Single Shot Scale-invariant Face Detector	Aug 17, 2017	Face Detection	CodeCode Available
FaceBoxes: A CPU Real-time Face Detector with High Accuracy	Aug 17, 2017	CPUFace Detection	CodeCode Available
Dockerface: an Easy to Install and Use Faster R-CNN Face Detector in a Docker Container	Aug 15, 2017	Face DetectionFace Recognition	CodeCode Available
Unsupervised Incremental Learning of Deep Descriptors From Video Streams	Aug 11, 2017	Face DetectionIncremental Learning	—Unverified
Unconstrained Face Detection and Open-Set Face Recognition Challenge	Aug 8, 2017	Face DetectionFace Identification	—Unverified
Recurrent Scale Approximation for Object Detection in CNN	Jul 29, 2017	Face DetectionObject	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