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 251–275 of 536 papers

Title	Date	Tasks	Status
GANmut: Generating and Modifying Facial Expressions	Jun 16, 2024	BenchmarkingDiversity	—Unverified
Generative Models for Pose Transfer	Jun 24, 2018	Face DetectionPose Transfer	—Unverified
A robust and adaptable method for face detection based on Color Probabilistic Estimation Technique	Jul 23, 2014	Face Detection	—Unverified
Going Deeper Into Face Detection: A Survey	Mar 27, 2021	Deep LearningFace Detection	—Unverified
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks	Sep 29, 2021	Edge-computingFace Detection	—Unverified
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models	May 1, 2024	Face Detection	—Unverified
Are Face Detection Models Biased?	Nov 7, 2022	AttributeBinary Classification	—Unverified
Grid Loss: Detecting Occluded Faces	Sep 1, 2016	Face Detection	—Unverified
Group Sampling for Scale Invariant Face Detection	Jun 1, 2019	Face Detection	—Unverified
Guiding Visual Attention in Deep Convolutional Neural Networks Based on Human Eye Movements	Jun 21, 2022	Face DetectionObject Recognition	—Unverified
Half-CNN: A General Framework for Whole-Image Regression	Dec 22, 2014	ClassificationFace Detection	—Unverified
HAMBox: Delving Into Mining High-Quality Anchors on Face Detection	Jun 1, 2020	Face DetectionMulti-Task Learning	—Unverified
HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces	Dec 19, 2019	Face DetectionMulti-Task Learning	—Unverified
Hamiltonian Streamline Guided Feature Extraction with Applications to Face Detection	Aug 17, 2011	Face Detectionobject-detection	—Unverified
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions	Apr 29, 2021	Face Detectionimage-classification	—Unverified
Are Commercial Face Detection Models as Biased as Academic Models?	Jan 25, 2022	Face DetectionFairness	—Unverified
Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations	Jun 21, 2019	Face DetectionFace Generation	—Unverified
High Dimensional Bayesian Optimisation and Bandits via Additive Models	Mar 5, 2015	Additive modelsBayesian Optimisation	—Unverified
A Real-Time Multi-Task Learning System for Joint Detection of Face, Facial Landmark and Head Pose	Sep 21, 2023	Face DetectionFacial Landmark Detection	—Unverified
Highly Scalable, Parallel and Distributed AdaBoost Algorithm using Light Weight Threads and Web Services on a Network of Multi-Core Machines	Jun 6, 2013	CPUFace Detection	—Unverified
High Performance Novel Skin Segmentation Algorithm for Images With Complex Background	Jan 19, 2017	Face DetectionFace Recognition	—Unverified
Event-based Face Detection and Tracking in the Blink of an Eye	Mar 27, 2018	Face DetectionPosition	—Unverified
A Real Time Facial Expression Classification System Using Local Binary Patterns	May 15, 2015	Emotion RecognitionFace Detection	—Unverified
How important are faces for person re-identification?	Oct 13, 2020	Computational EfficiencyFace Detection	—Unverified
An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems	Oct 1, 2013	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