SOTAVerified

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

Showing 201250 of 536 papers

TitleStatusHype
Going Deeper Into Face Detection: A Survey0
MogFace: Towards a Deeper Appreciation on Face DetectionCode1
An Efficient Multitask Neural Network for Face Alignment, Head Pose Estimation and Face Tracking0
CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement0
Wide Aspect Ratio Matching for Robust Face Detection0
Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks0
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve EstimationCode1
Searching for Alignment in Face Recognition0
Drunkenness Face Detection using Graph Neural Networks0
LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition0
WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range0
Where Do Deep Fakes Look? Synthetic Face Detection via Gaze Tracking0
Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming0
Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials0
Real-Time Facial Expression Emoji Masking with Convolutional Neural Networks and HomographyCode0
img2pose: Face Alignment and Detection via 6DoF, Face Pose EstimationCode1
Spontaneous Emotion Recognition from Facial Thermal Images0
Differential Morphed Face Detection Using Deep Siamese Networks0
REaL: Real-time Face Detection and Recognition Using Euclidean Space and Likelihood Estimation0
E-Pro: Euler Angle and Probabilistic Model for Face Detection and Recognition0
TinaFace: Strong but Simple Baseline for Face DetectionCode0
Drone LAMS: A Drone-based Face Detection Dataset with Large Angles and Many Scenarios0
Deep Learning Framework to Detect Face Masks from Video FootageCode0
Small Noisy and Perspective Face Detection using Deformable Symmetric Gabor Wavelet Network0
Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery DetectionCode1
Face Hallucination via Split-Attention in Split-Attention NetworkCode1
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution0
Long-Term Face Tracking for Crowded Video-Surveillance ScenariosCode1
Task Decoupled Knowledge Distillation For Lightweight Face DetectorsCode1
How important are faces for person re-identification?0
Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system0
Sonification of Facial Actions for Musical Expression0
SwiftFace: Real-Time Face DetectionCode0
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances0
Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision0
Learning Visual Voice Activity Detection with an Automatically Annotated Dataset0
Micro-Facial Expression Recognition Based on Deep-Rooted Learning Algorithm0
Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack0
MaskedFace-Net -- A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19Code1
Image-based Portrait EngravingCode0
Self-Supervised Learning of Audio-Visual Objects from VideoCode1
ProgressFace: Scale-Aware Progressive Learning for Face DetectionCode0
Recurrent Exposure Generation for Low-Light Face DetectionCode1
Framework for Passenger Seat Availability Using Face Detection in Passenger Bus0
ACFD: Asymmetric Cartoon Face DetectorCode1
Methodology for Building Synthetic Datasets with Virtual Humans0
A survey of face recognition techniques under occlusion0
HAMBox: Delving Into Mining High-Quality Anchors on Face Detection0
BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector0
RetinaFace: Single-Shot Multi-Level Face Localisation in the WildCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Poly-NL(ResNet-50)AP0.93Unverified
2ASFD-D6AP0.93Unverified
3RetinaFace+Lpts+LpixelAP0.92Unverified
4AInnoFaceAP0.91Unverified
5DupNet-L+PACTAP0.91Unverified
6DSFDAP0.9Unverified
7+ DH + HIMAP0.9Unverified
8SRNAP0.9Unverified
9FDNetAP0.9Unverified
10PyramidBoxAP0.89Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97Unverified
2RetinaFace+Lpts+LpixelAP0.96Unverified
3Poly-NL(ResNet-50)AP0.96Unverified
4AInnoFaceAP0.96Unverified
5DSFDAP0.95Unverified
6YOLOv5x6AP0.95Unverified
7SCRFD-34GFAP0.95Unverified
8+ DH + HIMAP0.95Unverified
9YOLOv5l6AP0.95Unverified
10SRNAP0.95Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97Unverified
2RetinaFace+Lpts+LpixelAP0.97Unverified
3YOLOv5x6AP0.97Unverified
4AInnoFaceAP0.97Unverified
5YOLOv5m6AP0.96Unverified
6Poly-NL(ResNet-50)AP0.96Unverified
7PyramidBoxAP0.96Unverified
8SCRFD-34GFAP0.96Unverified
9DSFD (RFB)AP0.96Unverified
10SRNAP0.96Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAccuracy91.82Unverified
2DSFDAP0.99Unverified
3Face R-FCNAP0.99Unverified
4SRNAP0.99Unverified
5PyramidBoxAP0.99Unverified
6S3FDAP0.98Unverified
7LFFDAP0.97Unverified
8FaceBoxesAP0.96Unverified
9HyperFaceAP0.9Unverified
10DPMAP0.86Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP1Unverified
2HyperFace-ResNetAP0.99Unverified
3LRN + RSAAP0.99Unverified
4FaceBoxesAP0.99Unverified
5STNAP0.98Unverified
6DPMAP0.97Unverified
7Conv3DAP0.96Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP0.99Unverified
2S3FDAP0.98Unverified
3FaceBoxesAP0.96Unverified
4HyperFace-ResNetAP0.96Unverified
5STNAP0.94Unverified
6DPMAP0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAverage Precision93.86Unverified
2MobileNetV1-0.25Average Top-1 Accuracy68.98Unverified
3IFQ-Tinier-YOLOGFLOPs0.11Unverified
#ModelMetricClaimedVerifiedStatus
1HPRNet (Hourglass-104)AP56.4Unverified
2HPRNet (DLA)AP55.8Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX Tiny)Average Precision77.4Unverified
2DASS-Detector (YOLOX XL)Average Precision77.4Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX XL)Average Precision90.01Unverified
2DASS-Detector (YOLOX Tiny)Average Precision87.75Unverified
#ModelMetricClaimedVerifiedStatus
1CASSODmIoU42.86Unverified