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 201250 of 536 papers

TitleStatusHype
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
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning0
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment0
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
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
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
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions0
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications0
Safe Fakes: Evaluating Face Anonymizers for Face Detectors0
An Improved Real-Time Face Recognition System at Low Resolution Based on Local Binary Pattern Histogram Algorithm and CLAHE0
Performance analysis of facial recognition: A critical review through glass factor0
Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD0
Going Deeper Into Face Detection: A Survey0
An Efficient Multitask Neural Network for Face Alignment, Head Pose Estimation and Face Tracking0
CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement0
Wide Aspect Ratio Matching for Robust Face Detection0
Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks0
Searching for Alignment in Face Recognition0
Drunkenness Face Detection using Graph Neural Networks0
LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition0
WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range0
Where Do Deep Fakes Look? Synthetic Face Detection via Gaze Tracking0
Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming0
Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials0
Real-Time Facial Expression Emoji Masking with Convolutional Neural Networks and HomographyCode0
Spontaneous Emotion Recognition from Facial Thermal Images0
Differential Morphed Face Detection Using Deep Siamese Networks0
REaL: Real-time Face Detection and Recognition Using Euclidean Space and Likelihood Estimation0
E-Pro: Euler Angle and Probabilistic Model for Face Detection and Recognition0
TinaFace: Strong but Simple Baseline for Face DetectionCode0
Drone LAMS: A Drone-based Face Detection Dataset with Large Angles and Many Scenarios0
Deep Learning Framework to Detect Face Masks from Video FootageCode0
Small Noisy and Perspective Face Detection using Deformable Symmetric Gabor Wavelet Network0
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution0
How important are faces for person re-identification?0
Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system0
Sonification of Facial Actions for Musical Expression0
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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