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 451500 of 536 papers

TitleStatusHype
CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection0
Face Detection with the Faster R-CNNCode0
Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-related Applications0
Face Detection with End-to-End Integration of a ConvNet and a 3D ModelCode0
Joint Training of Cascaded CNN for Face Detection0
Large Scale Hard Sample Mining With Monte Carlo Tree Search0
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks0
Comparing Face Detection and Recognition Techniques0
Partial Face Detection for Continuous Authentication0
A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"Code0
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender RecognitionCode0
Deep Feature-based Face Detection on Mobile Devices0
Can we still avoid automatic face detection?Code0
Selective Encoding for Recognizing Unreliably Localized FacesCode0
Visual Phrases for Exemplar Face Detection0
Regressive Tree Structured Model for Facial Landmark Localization0
Context-aware CNNs for person head detectionCode0
WIDER FACE: A Face Detection BenchmarkCode0
An Empirical Study of Recent Face Alignment Methods0
From Facial Parts Responses to Face Detection: A Deep Learning ApproachCode0
DenseBox: Unifying Landmark Localization with End to End Object DetectionCode0
SPECFACE - A Dataset of Human Faces Wearing Spectacles0
Learning Sampling Distributions for Efficient Object Detection0
Cascade Learning by Optimally Partitioning0
A Deep Pyramid Deformable Part Model for Face Detection0
Compact Convolutional Neural Network Cascade for Face DetectionCode0
Occlusion Coherence: Detecting and Localizing Occluded FacesCode0
One-to-many face recognition with bilinear CNNs0
A Convolutional Neural Network Cascade for Face Detection0
Pushing the Frontiers of Unconstrained Face Detection and Recognition: IARPA Janus Benchmark A0
A Video Database of Human Faces under Near Infra-Red Illumination for Human Computer Interaction Aplications0
A Real Time Facial Expression Classification System Using Local Binary Patterns0
A Framework for Fast Face and Eye Detection0
Convolutional Channel FeaturesCode0
Face Prediction Model for an Automatic Age-invariant Face Recognition System0
High Dimensional Bayesian Optimisation and Bandits via Additive Models0
Multi-view Face Detection Using Deep Convolutional Neural NetworksCode0
Real Time Implementation of Spatial Filtering On FPGA0
Design of a Mobile Face Recognition System for Visually Impaired Persons0
Max-Margin Object DetectionCode0
Face recognition using color local binary pattern from mutually independent color channels0
Half-CNN: A General Framework for Whole-Image Regression0
Face Detection Using Radial Basis Functions Neural Networks With Fixed Spread0
A Fast and Accurate Unconstrained Face DetectorCode0
Novel and Tuneable Method for Skin Detection Based on Hybrid Color Space and Color Statistical Features0
A robust and adaptable method for face detection based on Color Probabilistic Estimation Technique0
Aggregate channel features for multi-view face detection0
FAME: Face Association through Model Evolution0
Efficient Boosted Exemplar-based Face Detection0
The Fastest Deformable Part Model for Object Detection0
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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