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 251300 of 536 papers

TitleStatusHype
GANmut: Generating and Modifying Facial Expressions0
Generative Models for Pose Transfer0
A robust and adaptable method for face detection based on Color Probabilistic Estimation Technique0
Going Deeper Into Face Detection: A Survey0
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks0
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models0
Are Face Detection Models Biased?0
Grid Loss: Detecting Occluded Faces0
Group Sampling for Scale Invariant Face Detection0
Guiding Visual Attention in Deep Convolutional Neural Networks Based on Human Eye Movements0
Half-CNN: A General Framework for Whole-Image Regression0
HAMBox: Delving Into Mining High-Quality Anchors on Face Detection0
HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces0
Hamiltonian Streamline Guided Feature Extraction with Applications to Face Detection0
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions0
Are Commercial Face Detection Models as Biased as Academic Models?0
Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations0
High Dimensional Bayesian Optimisation and Bandits via Additive Models0
A Real-Time Multi-Task Learning System for Joint Detection of Face, Facial Landmark and Head Pose0
Highly Scalable, Parallel and Distributed AdaBoost Algorithm using Light Weight Threads and Web Services on a Network of Multi-Core Machines0
High Performance Novel Skin Segmentation Algorithm for Images With Complex Background0
Event-based Face Detection and Tracking in the Blink of an Eye0
A Real Time Facial Expression Classification System Using Local Binary Patterns0
How important are faces for person re-identification?0
An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems0
A novel approach to nose-tip and eye corners detection using H-K Curvature Analysis in case of 3D images0
Human Body Orientation Estimation using Convolutional Neural Network0
Human Mood Detection For Human Computer Interaction0
HyperCam: Low-Power Onboard Computer Vision for IoT Cameras0
Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis0
The Fastest Deformable Part Model for Object Detection0
ID-Aligner: Enhancing Identity-Preserving Text-to-Image Generation with Reward Feedback Learning0
Identifying Bias in AI using Simulation0
The Importance of the Instantaneous Phase in Detecting Faces with Convolutional Neural Networks0
IFQ-Net: Integrated Fixed-point Quantization Networks for Embedded Vision0
Illumination-invariant Face recognition by fusing thermal and visual images via gradient transfer0
Image-based Face Detection and Recognition: "State of the Art"0
The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring0
A Comparative Analysis of the Face Recognition Methods in Video Surveillance Scenarios0
Image Posterization Using Fuzzy Logic and Bilateral Filter0
A Nonconvex Projection Method for Robust PCA0
Impact of Face Alignment on Face Image Quality0
Imperceptible Physical Attack against Face Recognition Systems via LED Illumination Modulation0
Improved Face Detection and Alignment using Cascade Deep Convolutional Network0
Improved Selective Refinement Network for Face Detection0
Improving Face Detection Performance with 3D-Rendered Synthetic Data0
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors0
An Occluded Stacked Hourglass Approach to Facial Landmark Localization and Occlusion Estimation0
Inverted Non-maximum Suppression for more Accurate and Neater Face Detection0
An Improved Real-Time Face Recognition System at Low Resolution Based on Local Binary Pattern Histogram Algorithm and CLAHE0
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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