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 126–150 of 536 papers

Title	Date	Tasks	Status
Deployment of Customized Deep Learning based Video Analytics On Surveillance Cameras	May 27, 2018	AttributeDeep Learning	—Unverified
End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering	Sep 7, 2017	ClusteringFace Detection	—Unverified
Cascade Learning by Optimally Partitioning	Aug 18, 2015	Face Detectionobject-detection	—Unverified
Can you tell a face from a HEVC bitstream?	Sep 9, 2017	DecoderFace 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
Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization	Aug 5, 2024	Face DetectionMixture-of-Experts	—Unverified
End-to-end Evaluation of Practical Video Analytics Systems for Face Detection and Recognition	Oct 10, 2023	Autonomous VehiclesFace Detection	—Unverified
End-To-End Face Detection and Cast Grouping in Movies Using Erdos-Renyi Clustering	Oct 1, 2017	ClusteringFace Detection	—Unverified
Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines?	Nov 16, 2013	Face DetectionFace Recognition	—Unverified
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning	Jul 8, 2021	Face DetectionFace Recognition	—Unverified
An FPGA-based Parallel Architecture for Face Detection using Mixed Color Models	May 27, 2014	Face Detection	—Unverified
An Enhancement of Haar Cascade Algorithm Applied to Face Recognition for Gate Pass Security	Nov 6, 2024	Face DetectionFace Recognition	—Unverified
Bootstrapping Face Detection with Hard Negative Examples	Aug 7, 2016	Face Detection	—Unverified
A Fast and Accurate System for Face Detection, Identification, and Verification	Sep 20, 2018	Face DetectionFace Identification	—Unverified
Embedded Deep Learning for Face Detection and Emotion Recognition with Intel© Movidius (TM) Neural Compute Stick	Oct 19, 2018	Deep LearningEmotion Recognition	—Unverified
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution	Oct 18, 2020	Face DetectionOptical Character Recognition	—Unverified
An Empirical Study of Recent Face Alignment Methods	Nov 16, 2015	Face AlignmentFace Detection	—Unverified
1st Place Solutions for UG2+ Challenge 2021 -- (Semi-)supervised Face detection in the low light condition	Jul 2, 2021	Face DetectionImage Enhancement	—Unverified
Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency	Jun 9, 2022	Face DetectionImage Quality Assessment	—Unverified
An Empirical Study of Adder Neural Networks for Object Detection	Dec 27, 2021	Autonomous DrivingFace Detection	—Unverified
A Comparative Study of Face Detection Algorithms for Masked Face Detection	May 18, 2023	Face DetectionOccluded Face Detection	—Unverified
EfficientSRFace: An Efficient Network with Super-Resolution Enhancement for Accurate Face Detection	Jun 4, 2023	BenchmarkingFace Detection	—Unverified
Emotion Generation and Recognition: A StarGAN Approach	Oct 12, 2019	4kEmotion Recognition	—Unverified
End-To-End Face Detection and Recognition	Mar 31, 2017	Face AlignmentFace Detection	—Unverified
BinarEye: An Always-On Energy-Accuracy-Scalable Binary CNN Processor With All Memory On Chip in 28nm CMOS	Apr 16, 2018	AllFace Detection	—Unverified

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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