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 276–300 of 536 papers

Title	Date	Tasks	Status
A novel approach to nose-tip and eye corners detection using H-K Curvature Analysis in case of 3D images	Sep 18, 2013	Face Detection	—Unverified
Human Body Orientation Estimation using Convolutional Neural Network	Sep 7, 2016	Face Detection	—Unverified
Human Mood Detection For Human Computer Interaction	May 10, 2013	Face DetectionFacial Expression Recognition	—Unverified
HyperCam: Low-Power Onboard Computer Vision for IoT Cameras	Jan 17, 2025	Face DetectionFace Identification	—Unverified
Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis	May 6, 2019	BIG-bench Machine LearningFace Detection	—Unverified
The Fastest Deformable Part Model for Object Detection	Jun 1, 2014	Face DetectionObject	—Unverified
ID-Aligner: Enhancing Identity-Preserving Text-to-Image Generation with Reward Feedback Learning	Apr 23, 2024	Face DetectionImage Generation	—Unverified
Identifying Bias in AI using Simulation	Sep 30, 2018	Face Detection	—Unverified
The Importance of the Instantaneous Phase in Detecting Faces with Convolutional Neural Networks	Aug 3, 2022	Face DetectionTransfer Learning	—Unverified
IFQ-Net: Integrated Fixed-point Quantization Networks for Embedded Vision	Nov 19, 2019	Face DetectionImage Classification	—Unverified
Illumination-invariant Face recognition by fusing thermal and visual images via gradient transfer	Feb 23, 2019	Face DetectionFace Recognition	—Unverified
Image-based Face Detection and Recognition: "State of the Art"	Feb 26, 2013	Face DetectionFace Recognition	—Unverified
The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring	Apr 25, 2018	Action Unit DetectionFace Detection	—Unverified
A Comparative Analysis of the Face Recognition Methods in Video Surveillance Scenarios	Nov 5, 2022	Face AlignmentFace Detection	—Unverified
Image Posterization Using Fuzzy Logic and Bilateral Filter	Feb 3, 2018	Face DetectionHuman Detection	—Unverified
A Nonconvex Projection Method for Robust PCA	May 21, 2018	Face DetectionShadow Removal	—Unverified
Impact of Face Alignment on Face Image Quality	Dec 16, 2024	AttributeFace Alignment	—Unverified
Imperceptible Physical Attack against Face Recognition Systems via LED Illumination Modulation	Jul 25, 2023	Adversarial AttackFace Detection	—Unverified
Improved Face Detection and Alignment using Cascade Deep Convolutional Network	Jul 28, 2017	Face Detection	—Unverified
Improved Selective Refinement Network for Face Detection	Jan 20, 2019	Data AugmentationFace Detection	—Unverified
Improving Face Detection Performance with 3D-Rendered Synthetic Data	Dec 18, 2018	Data AugmentationFace Detection	—Unverified
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors	Mar 1, 2023	Face Detection	—Unverified
An Occluded Stacked Hourglass Approach to Facial Landmark Localization and Occlusion Estimation	Feb 5, 2018	Face AlignmentFace Detection	—Unverified
Inverted Non-maximum Suppression for more Accurate and Neater Face Detection	May 17, 2023	Face DetectionFace Image Quality	—Unverified
An Improved Real-Time Face Recognition System at Low Resolution Based on Local Binary Pattern Histogram Algorithm and CLAHE	Apr 15, 2021	Face AlignmentFace 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