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 251–300 of 536 papers

TitleStatusHype
Real-Time Face and Landmark Localization for Eyeblink Detection—0
Spoof Face Detection Via Semi-Supervised Adversarial Training—0
MaskFace: multi-task face and landmark detector—0
Fake face detection via adaptive manipulation traces extraction networkCode1
Attentive Semantic Exploring for Manipulated Face Detection—0
Smart Attendance System Usign CNN—0
One-Shot GAN Generated Fake Face Detection—0
Real-time information retrieval from Identity cards—0
Dataset Cleaning -- A Cross Validation Methodology for Large Facial Datasets using Face Recognition—0
Masked Face Recognition Dataset and ApplicationCode2
A Driver Fatigue Recognition Algorithm Based on Spatio-Temporal Feature Sequence—0
KPNet: Towards Minimal Face Detector—0
RNNPool: Efficient Non-linear Pooling for RAM Constrained InferenceCode1
Multi-Stream Networks and Ground-Truth Generation for Crowd CountingCode0
Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification—0
Global Texture Enhancement for Fake Face Detection in the WildCode1
Zero-Reference Deep Curve Estimation for Low-Light Image EnhancementCode1
Facial Emotions Recognition using Convolutional Neural Net—0
HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces—0
Face Detection with Feature Pyramids and Landmarks—0
Design and Interpretation of Universal Adversarial Patches in Face Detection—0
IFQ-Net: Integrated Fixed-point Quantization Networks for Embedded Vision—0
Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks—0
DupNet: Towards Very Tiny Quantized CNN with Improved Accuracy for Face Detection—0
PoshakNet: Framework for matching dresses from real-life photos using GAN and Siamese Network—0
CenterFace: Joint Face Detection and Alignment Using Face as PointCode0
Face Detection in Camera Captured Images of Identity Documents under Challenging Conditions—0
Face Detection on Surveillance Images—0
Real-world adversarial attack on MTCNN face detection systemCode0
Emotion Generation and Recognition: A StarGAN Approach—0
Spoofing and Anti-Spoofing with Wax Figure Faces—0
VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face RecognitionCode0
MIDV-2019: Challenges of the modern mobile-based document OCRCode0
On the Detection of Digital Face ManipulationCode1
Bayesian Adaptive Superpixel SegmentationCode0
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces—0
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal FacesCode1
Swapped Face Detection using Deep Learning and Subjective Assessment—0
RefineFace: Refinement Neural Network for High Performance Face Detection—0
Cartoon Face Recognition: A Benchmark DatasetCode0
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation—0
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUsCode0
Datasets for Face and Object Detection in Fisheye Images—0
Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations—0
EXTD: Extremely Tiny Face Detector via Iterative Filter ReuseCode0
Unsupervised skin tissue segmentation for remote photoplethysmography—0
Face Anti-Spoofing: Model Matters, so Does Data—0
Group Sampling for Scale Invariant Face Detection—0
A High-Efficiency Framework for Constructing Large-Scale Face Parsing Benchmark—0
Object Detection in 20 Years: A SurveyCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Poly-NL(ResNet-50)AP0.93—Unverified
2ASFD-D6AP0.93—Unverified
3RetinaFace+Lpts+LpixelAP0.92—Unverified
4AInnoFaceAP0.91—Unverified
5DupNet-L+PACTAP0.91—Unverified
6DSFDAP0.9—Unverified
7+ DH + HIMAP0.9—Unverified
8SRNAP0.9—Unverified
9FDNetAP0.9—Unverified
10PyramidBoxAP0.89—Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97—Unverified
2RetinaFace+Lpts+LpixelAP0.96—Unverified
3Poly-NL(ResNet-50)AP0.96—Unverified
4AInnoFaceAP0.96—Unverified
5DSFDAP0.95—Unverified
6YOLOv5x6AP0.95—Unverified
7SCRFD-34GFAP0.95—Unverified
8+ DH + HIMAP0.95—Unverified
9YOLOv5l6AP0.95—Unverified
10SRNAP0.95—Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97—Unverified
2RetinaFace+Lpts+LpixelAP0.97—Unverified
3YOLOv5x6AP0.97—Unverified
4AInnoFaceAP0.97—Unverified
5YOLOv5m6AP0.96—Unverified
6Poly-NL(ResNet-50)AP0.96—Unverified
7PyramidBoxAP0.96—Unverified
8SCRFD-34GFAP0.96—Unverified
9DSFD (RFB)AP0.96—Unverified
10SRNAP0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAccuracy91.82—Unverified
2DSFDAP0.99—Unverified
3Face R-FCNAP0.99—Unverified
4SRNAP0.99—Unverified
5PyramidBoxAP0.99—Unverified
6S3FDAP0.98—Unverified
7LFFDAP0.97—Unverified
8FaceBoxesAP0.96—Unverified
9HyperFaceAP0.9—Unverified
10DPMAP0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP1—Unverified
2HyperFace-ResNetAP0.99—Unverified
3LRN + RSAAP0.99—Unverified
4FaceBoxesAP0.99—Unverified
5STNAP0.98—Unverified
6DPMAP0.97—Unverified
7Conv3DAP0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP0.99—Unverified
2S3FDAP0.98—Unverified
3FaceBoxesAP0.96—Unverified
4HyperFace-ResNetAP0.96—Unverified
5STNAP0.94—Unverified
6DPMAP0.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAverage Precision93.86—Unverified
2MobileNetV1-0.25Average Top-1 Accuracy68.98—Unverified
3IFQ-Tinier-YOLOGFLOPs0.11—Unverified
#ModelMetricClaimedVerifiedStatus
1HPRNet (Hourglass-104)AP56.4—Unverified
2HPRNet (DLA)AP55.8—Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX Tiny)Average Precision77.4—Unverified
2DASS-Detector (YOLOX XL)Average Precision77.4—Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX XL)Average Precision90.01—Unverified
2DASS-Detector (YOLOX Tiny)Average Precision87.75—Unverified
#ModelMetricClaimedVerifiedStatus
1CASSODmIoU42.86—Unverified