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 151200 of 536 papers

TitleStatusHype
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces0
EfficientPhys: Enabling Simple, Fast, and Accurate Camera-Based Vitals Measurement0
BinarEye: An Always-On Energy-Accuracy-Scalable Binary CNN Processor With All Memory On Chip in 28nm CMOS0
Enhanced Facial Feature Extraction and Recignation Using Optimal Fully Dispersed Haar-like Filters0
Efficient Face Detection with Audio-Based Region Proposals for Human-Robot Interactions0
An Efficient Multitask Neural Network for Face Alignment, Head Pose Estimation and Face Tracking0
A Driver Fatigue Recognition Algorithm Based on Spatio-Temporal Feature Sequence0
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement0
EfficientSRFace: An Efficient Network with Super-Resolution Enhancement for Accurate Face Detection0
Embedded Deep Learning for Face Detection and Emotion Recognition with Intel© Movidius (TM) Neural Compute Stick0
Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency0
Emotion Generation and Recognition: A StarGAN Approach0
End-to-end Evaluation of Practical Video Analytics Systems for Face Detection and Recognition0
End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering0
End-To-End Face Detection and Cast Grouping in Movies Using Erdos-Renyi Clustering0
End-To-End Face Detection and Recognition0
Efficient Face Detection in the Fisheye Image Domain0
Enhanced Facial Recognition Framework based on Skin Tone and False Alarm Rejection0
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation0
Enhancing Vehicle Entrance and Parking Management: Deep Learning Solutions for Efficiency and Security0
Entropy-Driven Mixed-Precision Quantization for Deep Network Design0
Epistemic Uncertainty-Weighted Loss for Visual Bias Mitigation0
E-Pro: Euler Angle and Probabilistic Model for Face Detection and Recognition0
Evaluation of Human and Machine Face Detection using a Novel Distinctive Human Appearance Dataset0
EfficientFace: An Efficient Deep Network with Feature Enhancement for Accurate Face Detection0
BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector0
Exploring Depth Information for Detecting Manipulated Face Videos0
Exploring Depth Information for Face Manipulation Detection0
Efficient Boosted Exemplar-based Face Detection0
Exploring Thermography Technology: A Comprehensive Facial Dataset for Face Detection, Recognition, and Emotion0
Face Anti-Spoofing: Model Matters, so Does Data0
Cascade Learning by Optimally Partitioning0
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications0
Face Detection and Face Recognition In the Wild Using Off-the-Shelf Freely Available Components0
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild0
Face Detection from still and Video Images using Unsupervised Cellular Automata with K means clustering algorithm0
Efficiency Comparison of AI classification algorithms for Image Detection and Recognition in Real-time0
Face Detection in Extreme Conditions: A Machine-learning Approach0
Face Detection in Repeated Settings0
Face Detection in the Operating Room: Comparison of State-of-the-art Methods and a Self-supervised Approach0
Face Detection on Mobile: Five Implementations and Analysis0
Face Detection on Surveillance Images0
Face Detection: Present State and Research Directions0
Face Detection through Scale-Friendly Deep Convolutional Networks0
Face Detection Using Adaboosted SVM-Based Component Classifier0
Face Detection using Deep Learning: An Improved Faster RCNN Approach0
Face Detection Using Improved Faster RCNN0
Face Detection Using Radial Basis Functions Neural Networks With Fixed Spread0
Face Detection with a 3D Model0
Beyond Trade-off: Accelerate FCN-based Face Detector with Higher Accuracy0
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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