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 401450 of 536 papers

TitleStatusHype
Unconstrained Face Detection and Open-Set Face Recognition Challenge0
Recurrent Scale Approximation for Object Detection in CNNCode0
Improved Face Detection and Alignment using Cascade Deep Convolutional Network0
Ultra-low-power Wireless Streaming Cameras0
A Jointly Learned Deep Architecture for Facial Attribute Analysis and Face Detection in the Wild0
Multi-Branch Fully Convolutional Network for Face Detection0
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark DetectionCode0
Scale-Aware Face Detection0
Large-scale Datasets: Faces with Partial Occlusions and Pose Variations in the Wild0
Face Detection through Scale-Friendly Deep Convolutional Networks0
Manga FaceNetCode0
Face R-CNN0
LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems0
Gabor Filter Assisted Energy Efficient Fast Learning Convolutional Neural Networks0
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild0
Partial Face Detection in the Mobile Domain0
End-To-End Face Detection and Recognition0
Multi-Path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained "Hard Faces"0
Feasibility of Principal Component Analysis in hand gesture recognition system0
Enhanced Facial Recognition Framework based on Skin Tone and False Alarm Rejection0
Pooling Facial Segments to Face: The Shallow and Deep Ends0
Faceness-Net: Face Detection through Deep Facial Part Responses0
Face Detection using Deep Learning: An Improved Faster RCNN Approach0
Detection, Segmentation and Recognition of Face and its Features Using Neural Network0
High Performance Novel Skin Segmentation Algorithm for Images With Complex Background0
Fast Deep Convolutional Face Detection in the Wild Exploiting Hard Sample Mining0
To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection0
Towards a Deep Learning Framework for Unconstrained Face Detection0
Finding Tiny FacesCode0
A Functional Regression approach to Facial Landmark Tracking0
Deep Learning with Energy-efficient Binary Gradient Cameras0
Object Detection using Image Processing0
Optimized clothes segmentation to boost gender classification in unconstrained scenarios0
UMDFaces: An Annotated Face Dataset for Training Deep Networks0
An All-In-One Convolutional Neural Network for Face AnalysisCode0
Active User Authentication for Smartphones: A Challenge Data Set and Benchmark Results0
Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness0
Detecting facial landmarks in the video based on a hybrid framework0
Convolutional aggregation of local evidence for large pose face alignment0
GAdaBoost: Accelerating Adaboost Feature Selection with Genetic Algorithms0
A Multi-Scale Cascade Fully Convolutional Network Face Detector0
Human Body Orientation Estimation using Convolutional Neural Network0
Object Specific Deep Learning Feature and Its Application to Face Detection0
Grid Loss: Detecting Occluded Faces0
Bootstrapping Face Detection with Hard Negative Examples0
Spoofing 2D Face Detection: Machines See People Who Aren't There0
UnitBox: An Advanced Object Detection Network0
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object DetectionCode0
Supervised Transformer Network for Efficient Face Detection0
Design and implementation of image processing system for Lumen social robot-humanoid as an exhibition guide for Electrical Engineering Days 20150
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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