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 226–250 of 536 papers

Title	Date	Tasks	Status
Fast Deep Convolutional Face Detection in the Wild Exploiting Hard Sample Mining	Jan 10, 2017	Face DetectionPOS	—Unverified
Fast Landmark Localization with 3D Component Reconstruction and CNN for Cross-Pose Recognition	Aug 31, 2017	3D ReconstructionFace Detection	—Unverified
DAFE-FD: Density Aware Feature Enrichment for Face Detection	Jan 16, 2019	Crowd CountingDensity Estimation	—Unverified
FDDB-360: Face Detection in 360-degree Fisheye Images	Feb 7, 2019	Face Detection	—Unverified
FDLite: A Single Stage Lightweight Face Detector Network	Jun 27, 2024	Face Detection	—Unverified
Feasibility of Principal Component Analysis in hand gesture recognition system	Feb 23, 2017	Dimensionality ReductionFace Detection	—Unverified
DupNet: Towards Very Tiny Quantized CNN with Improved Accuracy for Face Detection	Nov 13, 2019	Face DetectionQuantization	—Unverified
Feature Agglomeration Networks for Single Stage Face Detection	Dec 3, 2017	Face DetectionGPU	—Unverified
Feeding Hand-Crafted Features for Enhancing the Performance of Convolutional Neural Networks	Jan 24, 2018	Emotion RecognitionFace Detection	—Unverified
FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection	Dec 11, 2017	DecoderFace Detection	—Unverified
An Efficient Edge Detection Approach to Provide Better Edge Connectivity for Image Analysis	Mar 13, 2019	Edge DetectionFace Detection	—Unverified
Deepfake Detection with Optimized Hybrid Model: EAR Biometric Descriptor via Improved RCNN	Mar 16, 2025	DeepFake DetectionFace Detection	—Unverified
Finding Tiny Faces in the Wild With Generative Adversarial Network	Jun 1, 2018	Face DetectionGenerative Adversarial Network	—Unverified
A Comparative Analysis of the Face Recognition Methods in Video Surveillance Scenarios	Nov 5, 2022	Face AlignmentFace Detection	—Unverified
Framework for Passenger Seat Availability Using Face Detection in Passenger Bus	Jul 12, 2020	Face DetectionManagement	—Unverified
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks	Sep 29, 2021	Edge-computingFace Detection	—Unverified
Deep Learning based CNN Model for Classification and Detection of Individuals Wearing Face Mask	Nov 17, 2023	Face Detectionimage-classification	—Unverified
FTFDNet: Learning to Detect Talking Face Video Manipulation with Tri-Modality Interaction	Jul 8, 2023	Face DetectionFace Generation	—Unverified
Fully Quantized Always-on Face Detector Considering Mobile Image Sensors	Nov 2, 2023	Face Detection	—Unverified
Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness	Sep 23, 2016	Face AlignmentFace Detection	—Unverified
Fun Selfie Filters in Face Recognition: Impact Assessment and Removal	Feb 12, 2022	Face DetectionFace Recognition	—Unverified
Gabor Filter Assisted Energy Efficient Fast Learning Convolutional Neural Networks	May 12, 2017	Face DetectionObject Recognition	—Unverified
GAdaBoost: Accelerating Adaboost Feature Selection with Genetic Algorithms	Sep 20, 2016	Face Detectionfeature selection	—Unverified
GAN-generated Faces Detection: A Survey and New Perspectives	Feb 15, 2022	Face DetectionSurvey	—Unverified
Drunkenness Face Detection using Graph Neural Networks	Jan 25, 2021	Face 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