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
Detect Faces Efficiently: A Survey and EvaluationsCode3
CYBORG: Blending Human Saliency Into the Loss Improves Deep LearningCode0
Simultaneous face detection and 360 degree headpose estimationCode0
Two-Face: Adversarial Audit of Commercial Face Recognition Systems0
Unsupervised Spiking Instance Segmentation on Event Data using STDP0
Evaluation of Human and Machine Face Detection using a Novel Distinctive Human Appearance Dataset0
whu-nercms at trecvid2021:instance search task0
Facial Recognition in Collaborative Learning Videos0
MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose EstimationCode1
On the Effect of Selfie Beautification Filters on Face Detection and Recognition0
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement0
COVID-19 Monitoring System using Social Distancing and Face Mask Detection on Surveillance video datasets0
Bounding-box deep calibration for high performance face detectionCode0
Balanced Masked and Standard Face Recognition0
EfficientPhys: Enabling Simple, Fast, and Accurate Camera-Based Vitals Measurement0
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks0
Robustness Analysis of Deep Learning Frameworks on Mobile PlatformsCode0
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces0
Robustness Disparities in Commercial Face DetectionCode0
Real-time Indian Sign Language (ISL) Recognition0
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild0
PiBase: An IoT-based Security System using Raspberry Pi and Google Firebase0
Rank-based verification for long-term face tracking in crowded scenesCode1
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment0
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning0
Poly-NL: Linear Complexity Non-local Layers with Polynomials0
1st Place Solutions for UG2+ Challenge 2021 -- (Semi-)supervised Face detection in the low light condition0
MIDV-2020: A Comprehensive Benchmark Dataset for Identity Document Analysis0
Cheating Detection Pipeline for Online Interviews and Exams0
R2RNet: Low-light Image Enhancement via Real-low to Real-normal NetworkCode1
Differential Morph Face Detection using Discriminative Wavelet Sub-bands0
Creating A New Color Space utilizing PSO and FCM to Perform Skin Detection by using Neural Network and ANFIS0
Efficient Face Detection in the Fisheye Image Domain0
Sejong Face Database: A Multi-Modal Disguise Face DatabaseCode0
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationCode1
Task-driven Semantic Coding via Reinforcement LearningCode1
YOLO5Face: Why Reinventing a Face DetectorCode2
PAL: Intelligence Augmentation using Egocentric Visual Context Detection0
EMface: Detecting Hard Faces by Exploring Receptive Field PyramindsCode0
Sample and Computation Redistribution for Efficient Face DetectionCode0
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps0
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications0
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions0
Safe Fakes: Evaluating Face Anonymizers for Face Detectors0
Low-Light Image and Video Enhancement Using Deep Learning: A SurveyCode1
An Improved Real-Time Face Recognition System at Low Resolution Based on Local Binary Pattern Histogram Algorithm and CLAHE0
Representative Forgery Mining for Fake Face DetectionCode1
HLA-Face: Joint High-Low Adaptation for Low Light Face DetectionCode1
Performance analysis of facial recognition: A critical review through glass factor0
Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD0
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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