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 51100 of 536 papers

TitleStatusHype
Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery DetectionCode1
On the Detection of Digital Face ManipulationCode1
Fake face detection via adaptive manipulation traces extraction networkCode1
HLA-Face: Joint High-Low Adaptation for Low Light Face DetectionCode1
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video PodcastsCode1
img2pose: Face Alignment and Detection via 6DoF, Face Pose EstimationCode1
Task-driven Semantic Coding via Reinforcement LearningCode1
Graph-based Generative Face Anonymisation with Pose PreservationCode1
A model aggregation approach for high-dimensional large-scale optimization0
A survey of face recognition techniques under occlusion0
Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform0
A Study of Local Binary Pattern Method for Facial Expression Detection0
whu-nercms at trecvid2021:instance search task0
A Lightweight and Accurate Face Detection Algorithm Based on Retinaface0
Accurate Face Detection for High Performance0
ASFD: Automatic and Scalable Face Detector0
A robust, low-cost approach to Face Detection and Face Recognition0
A Jointly Learned Deep Architecture for Facial Attribute Analysis and Face Detection in the Wild0
A robust and adaptable method for face detection based on Color Probabilistic Estimation Technique0
Are Face Detection Models Biased?0
A High-Efficiency Framework for Constructing Large-Scale Face Parsing Benchmark0
Active User Authentication for Smartphones: A Challenge Data Set and Benchmark Results0
Deep Feature-based Face Detection on Mobile Devices0
Are Commercial Face Detection Models as Biased as Academic Models?0
A Real-Time Multi-Task Learning System for Joint Detection of Face, Facial Landmark and Head Pose0
Aggregate channel features for multi-view face detection0
A Real Time Facial Expression Classification System Using Local Binary Patterns0
A Functional Regression approach to Facial Landmark Tracking0
Active Testing for Face Detection and Localization0
Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis0
An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems0
A Framework for Fast Face and Eye Detection0
De-biasing facial detection system using VAE0
A Convolutional Neural Network Cascade for Face Detection0
An Occluded Stacked Hourglass Approach to Facial Landmark Localization and Occlusion Estimation0
Accelerating Proposal Generation Network for \ Face Detection on Mobile Devices0
Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks0
Deepfake Detection with Optimized Hybrid Model: EAR Biometric Descriptor via Improved RCNN0
Deep Learning based CNN Model for Classification and Detection of Individuals Wearing Face Mask0
Cheating Detection Pipeline for Online Interviews and Exams0
A Fast Face Detection Method via Convolutional Neural Network0
Cattle Detection Occlusion Problem0
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications0
An Improved Real-Time Face Recognition System at Low Resolution Based on Local Binary Pattern Histogram Algorithm and CLAHE0
Cinderella's shoe won't fit Soundarya: An audit of facial processing tools on Indian faces0
Classifying Deepfakes Using Swin Transformers0
A Nonconvex Projection Method for Robust PCA0
CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection0
A novel approach to nose-tip and eye corners detection using H-K Curvature Analysis in case of 3D images0
CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication0
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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