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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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 536 papers

TitleStatusHype
On the Detection of Digital Face ManipulationCode1
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal FacesCode1
RetinaFace: Single-stage Dense Face Localisation in the WildCode1
Center and Scale Prediction: Anchor-free Approach for Pedestrian and Face DetectionCode1
Real Time System for Facial AnalysisCode1
PyramidBox: A Context-assisted Single Shot Face DetectorCode1
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor AnalyticsCode1
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional NetworksCode1
Face mask detection project report.—0
MIKU-PAL: An Automated and Standardized Multi-Modal Method for Speech Paralinguistic and Affect Labeling—0
Colors Matter: AI-Driven Exploration of Human Feature ColorsCode0
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention—0
Automated Visual Attention Detection using Mobile Eye Tracking in Behavioral Classroom Studies—0
Edge-GPU Based Face Tracking for Face Detection and Recognition Acceleration—0
Leveraging Simultaneous Usage of Edge GPU Hardware Engines for Video Face Detection and Recognition—0
Robustness in AI-Generated Detection: Enhancing Resistance to Adversarial Attacks—0
Transforming faces into video stories -- VideoFace2.0Code0
Robust AI-Generated Face Detection with Imbalanced DataCode0
Model Discrepancy Learning: Synthetic Faces Detection Based on Multi-Reconstruction—0
Deepfake Detection with Optimized Hybrid Model: EAR Biometric Descriptor via Improved RCNN—0
FairDeFace: Evaluating the Fairness and Adversarial Robustness of Face Obfuscation MethodsCode0
Find Matching Faces Based On Face Parameters—0
Automated Attendee Recognition System for Large-Scale Social Events or Conference Gathering—0
DFCon: Attention-Driven Supervised Contrastive Learning for Robust Deepfake Detection—0
B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM PruningCode0
Classifying Deepfakes Using Swin Transformers—0
HyperCam: Low-Power Onboard Computer Vision for IoT Cameras—0
On The Causal Network Of Face-selective Regions In Human Brain During Movie Watching—0
MTCAE-DFER: Multi-Task Cascaded Autoencoder for Dynamic Facial Expression RecognitionCode0
Impact of Face Alignment on Face Image Quality—0
Leveraging Content and Context Cues for Low-Light Image EnhancementCode0
Thermal Vision: Pioneering Non-Invasive Temperature Tracking in Congested Spaces—0
Exploring Depth Information for Detecting Manipulated Face Videos—0
An Enhancement of Haar Cascade Algorithm Applied to Face Recognition for Gate Pass Security—0
Autobiasing Event Cameras—0
Descriptor: Face Detection Dataset for Programmable Threshold-Based Sparse-VisionCode0
Template-based Multi-Domain Face Recognition—0
Watchlist Challenge: 3rd Open-set Face Detection and Identification—0
Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization—0
Local Binary Pattern(LBP) Optimization for Feature Extraction—0
The use of the symmetric finite difference in the local binary pattern (symmetric LBP)—0
FDLite: A Single Stage Lightweight Face Detector Network—0
GANmut: Generating and Modifying Facial Expressions—0
Exploring Thermography Technology: A Comprehensive Facial Dataset for Face Detection, Recognition, and Emotion—0
Selfie Taking with Facial Expression Recognition Using Omni-directional Camera—0
Automating Attendance Management in Human Resources: A Design Science Approach Using Computer Vision and Facial Recognition—0
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection MethodCode0
CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication—0
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models—0
ID-Aligner: Enhancing Identity-Preserving Text-to-Image Generation with Reward Feedback Learning—0
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All datasetsWIDER Face (Hard)WIDER Face (Medium)WIDER Face (Easy)FDDBAnnotated Faces in the WildPASCAL FaceWIDER FACECOCO-WholeBodyDCMiCartoonFaceADE20K

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