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	Hype
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics	Dec 18, 2016	EEGElectroencephalogram (EEG)	CodeCode Available	1
Towards a Deep Learning Framework for Unconstrained Face Detection	Dec 16, 2016	Deep LearningFace Detection	—Unverified	0
Finding Tiny Faces	Dec 13, 2016	Face DetectionObject Recognition	CodeCode Available	0
A Functional Regression approach to Facial Landmark Tracking	Dec 7, 2016	Face DetectionIncremental Learning	—Unverified	0
Deep Learning with Energy-efficient Binary Gradient Cameras	Dec 3, 2016	Deep LearningFace Detection	—Unverified	0
Object Detection using Image Processing	Nov 23, 2016	Face DetectionObject	—Unverified	0
Optimized clothes segmentation to boost gender classification in unconstrained scenarios	Nov 12, 2016	ClassificationClustering	—Unverified	0
UMDFaces: An Annotated Face Dataset for Training Deep Networks	Nov 4, 2016	Face DetectionFace Recognition	—Unverified	0
An All-In-One Convolutional Neural Network for Face Analysis	Nov 3, 2016	Age EstimationAll	CodeCode Available	0
Active User Authentication for Smartphones: A Challenge Data Set and Benchmark Results	Oct 25, 2016	Face DetectionFace Verification	—Unverified	0
Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness	Sep 23, 2016	Face AlignmentFace Detection	—Unverified	0
Convolutional aggregation of local evidence for large pose face alignment	Sep 21, 2016	Face AlignmentFace Detection	—Unverified	0
Detecting facial landmarks in the video based on a hybrid framework	Sep 21, 2016	Face Detection	—Unverified	0
GAdaBoost: Accelerating Adaboost Feature Selection with Genetic Algorithms	Sep 20, 2016	Face Detectionfeature selection	—Unverified	0
A Multi-Scale Cascade Fully Convolutional Network Face Detector	Sep 12, 2016	Face Detection	—Unverified	0
Human Body Orientation Estimation using Convolutional Neural Network	Sep 7, 2016	Face Detection	—Unverified	0
Object Specific Deep Learning Feature and Its Application to Face Detection	Sep 6, 2016	Face DetectionObject	—Unverified	0
Grid Loss: Detecting Occluded Faces	Sep 1, 2016	Face Detection	—Unverified	0
Bootstrapping Face Detection with Hard Negative Examples	Aug 7, 2016	Face Detection	—Unverified	0
Spoofing 2D Face Detection: Machines See People Who Aren't There	Aug 6, 2016	BIG-bench Machine LearningFace Detection	—Unverified	0
UnitBox: An Advanced Object Detection Network	Aug 4, 2016	Face DetectionObject	—Unverified	0
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection	Jul 25, 2016	Face DetectionFeature Upsampling	CodeCode Available	0
Supervised Transformer Network for Efficient Face Detection	Jul 19, 2016	CPUFace Detection	—Unverified	0
Design and implementation of image processing system for Lumen social robot-humanoid as an exhibition guide for Electrical Engineering Days 2015	Jul 16, 2016	Electrical EngineeringFace Detection	—Unverified	0
CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection	Jun 17, 2016	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