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 351400 of 536 papers

TitleStatusHype
MobiFace: A Novel Dataset for Mobile Face Tracking in the WildCode0
A Nonconvex Projection Method for Robust PCA0
Long-term face tracking in the wild using deep learning0
Wildest Faces: Face Detection and Recognition in Violent Settings0
Anchor Cascade for Efficient Face Detection0
Multi-task Learning of Cascaded CNN for Facial Attribute Classification0
Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification0
Precise Box Score: Extract More Information from Datasets to Improve the Performance of Face Detection0
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results0
The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring0
Survey of Face Detection on Low-quality Images0
SFace: An Efficient Network for Face Detection in Large Scale Variations0
Real-Time Rotation-Invariant Face Detection with Progressive Calibration NetworksCode0
BinarEye: An Always-On Energy-Accuracy-Scalable Binary CNN Processor With All Memory On Chip in 28nm CMOS0
Beyond Trade-off: Accelerate FCN-based Face Detector with Higher Accuracy0
Bringing Cartoons to Life: Towards Improved Cartoon Face Detection and Recognition SystemsCode0
Two-Stream Neural Networks for Tampered Face Detection0
Event-based Face Detection and Tracking in the Blink of an Eye0
A Fast Face Detection Method via Convolutional Neural Network0
PyramidBox: A Context-assisted Single Shot Face DetectorCode1
Face-MagNet: Magnifying Feature Maps to Detect Small FacesCode0
Beyond Context: Exploring Semantic Similarity for Tiny Face Detection0
Seeing Small Faces from Robust Anchor's Perspective0
Fair comparison of skin detection approaches on publicly available datasets0
Face Detection Using Improved Faster RCNN0
An Occluded Stacked Hourglass Approach to Facial Landmark Localization and Occlusion Estimation0
Image Posterization Using Fuzzy Logic and Bilateral Filter0
Feeding Hand-Crafted Features for Enhancing the Performance of Convolutional Neural Networks0
Quality Classified Image Analysis with Application to Face Detection and Recognition0
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks0
FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection0
Feature Agglomeration Networks for Single Stage Face Detection0
Face Attention Network: An Effective Face Detector for the Occluded FacesCode0
Real-time Convolutional Neural Networks for Emotion and Gender ClassificationCode0
End-To-End Face Detection and Cast Grouping in Movies Using Erdos-Renyi Clustering0
Detecting Faces Using Inside Cascaded Contextual CNN0
S3FD: Single Shot Scale-Invariant Face Detector0
Can We Boost the Power of the Viola-Jones Face Detector Using Pre-processing? An Empirical Study0
Adversarial Occlusion-aware Face DetectionCode0
Detecting Faces Using Region-based Fully Convolutional NetworksCode0
Can you tell a face from a HEVC bitstream?0
End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering0
Fast Landmark Localization with 3D Component Reconstruction and CNN for Cross-Pose Recognition0
Joint Multi-view Face Alignment in the Wild0
S^3FD: Single Shot Scale-invariant Face DetectorCode0
FaceBoxes: A CPU Real-time Face Detector with High AccuracyCode0
Dockerface: an Easy to Install and Use Faster R-CNN Face Detector in a Docker ContainerCode0
Unsupervised Incremental Learning of Deep Descriptors From Video Streams0
Unconstrained Face Detection and Open-Set Face Recognition Challenge0
Recurrent Scale Approximation for Object Detection in CNNCode0
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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