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 351–400 of 536 papers

TitleStatusHype
MobiFace: A Novel Dataset for Mobile Face Tracking in the WildCode0
A Nonconvex Projection Method for Robust PCA—0
Long-term face tracking in the wild using deep learning—0
Wildest Faces: Face Detection and Recognition in Violent Settings—0
Anchor Cascade for Efficient Face Detection—0
Multi-task Learning of Cascaded CNN for Facial Attribute Classification—0
Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification—0
Precise Box Score: Extract More Information from Datasets to Improve the Performance of Face Detection—0
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results—0
The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring—0
Survey of Face Detection on Low-quality Images—0
SFace: An Efficient Network for Face Detection in Large Scale Variations—0
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 CMOS—0
Beyond Trade-off: Accelerate FCN-based Face Detector with Higher Accuracy—0
Bringing Cartoons to Life: Towards Improved Cartoon Face Detection and Recognition SystemsCode0
Two-Stream Neural Networks for Tampered Face Detection—0
Event-based Face Detection and Tracking in the Blink of an Eye—0
A Fast Face Detection Method via Convolutional Neural Network—0
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 Detection—0
Seeing Small Faces from Robust Anchor's Perspective—0
Fair comparison of skin detection approaches on publicly available datasets—0
Face Detection Using Improved Faster RCNN—0
An Occluded Stacked Hourglass Approach to Facial Landmark Localization and Occlusion Estimation—0
Image Posterization Using Fuzzy Logic and Bilateral Filter—0
Feeding Hand-Crafted Features for Enhancing the Performance of Convolutional Neural Networks—0
Quality Classified Image Analysis with Application to Face Detection and Recognition—0
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks—0
FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection—0
Feature Agglomeration Networks for Single Stage Face Detection—0
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 Clustering—0
Detecting Faces Using Inside Cascaded Contextual CNN—0
S3FD: Single Shot Scale-Invariant Face Detector—0
Can We Boost the Power of the Viola-Jones Face Detector Using Pre-processing? An Empirical Study—0
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 Clustering—0
Fast Landmark Localization with 3D Component Reconstruction and CNN for Cross-Pose Recognition—0
Joint Multi-view Face Alignment in the Wild—0
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 Streams—0
Unconstrained Face Detection and Open-Set Face Recognition Challenge—0
Recurrent Scale Approximation for Object Detection in CNNCode0
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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