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 301–350 of 536 papers

TitleStatusHype
Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis—0
Accurate Face Detection for High Performance—0
RetinaFace: Single-stage Dense Face Localisation in the WildCode1
Segmentation is All You Need—0
Accelerating Proposal Generation Network for \ Face Detection on Mobile Devices—0
LFFD: A Light and Fast Face Detector for Edge DevicesCode0
UG^2+ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments—0
Center and Scale Prediction: Anchor-free Approach for Pedestrian and Face DetectionCode1
PyramidBox++: High Performance Detector for Finding Tiny FaceCode0
Pixelation is NOT Done in Videos Yet—0
Face Detection in Repeated Settings—0
An Efficient Edge Detection Approach to Provide Better Edge Connectivity for Image Analysis—0
Joint Face Detection and Facial Motion Retargeting for Multiple Faces—0
Illumination-invariant Face recognition by fusing thermal and visual images via gradient transfer—0
Detector-in-Detector: Multi-Level Analysis for Human-PartsCode0
WIDER Face and Pedestrian Challenge 2018: Methods and Results—0
Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild—0
FDDB-360: Face Detection in 360-degree Fisheye Images—0
Revisiting a single-stage method for face detection—0
Improved Selective Refinement Network for Face Detection—0
Face Detection and Face Recognition In the Wild Using Off-the-Shelf Freely Available Components—0
DAFE-FD: Density Aware Feature Enrichment for Face Detection—0
Robust and High Performance Face Detector—0
SFA: Small Faces Attention Face DetectorCode0
Real-Time, Highly Accurate Robotic Grasp Detection using Fully Convolutional Neural Network with Rotation Ensemble Module—0
Physical Attribute Prediction Using Deep Residual Neural Networks—0
Improving Face Detection Performance with 3D-Rendered Synthetic Data—0
FA-RPN: Floating Region Proposals for Face Detection—0
Face-Focused Cross-Stream Network for Deception Detection in Videos—0
Facial Landmark Machines: A Backbone-Branches Architecture with Progressive Representation Learning—0
Face Detection in the Operating Room: Comparison of State-of-the-art Methods and a Self-supervised Approach—0
Robust Face Detection via Learning Small Faces on Hard ImagesCode0
Continuous Trade-off Optimization between Fast and Accurate Deep Face Detectors—0
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision—0
DSFD: Dual Shot Face DetectorCode0
Embedded Deep Learning for Face Detection and Emotion Recognition with Intel© Movidius (TM) Neural Compute Stick—0
Identifying Bias in AI using Simulation—0
FCHD: Fast and accurate head detection in crowded scenesCode0
A Fast and Accurate System for Face Detection, Identification, and Verification—0
Real Time System for Facial AnalysisCode1
Selective Refinement Network for High Performance Face DetectionCode0
Unsupervised Hard Example Mining from Videos for Improved Object Detection—0
The RoboCup Rescue Victim DatasetCode0
FaceOff: Anonymizing Videos in the Operating Rooms—0
Live Detection of Face Using Machine Learning with Multi-feature Method—0
MIDV-500: A Dataset for Identity Documents Analysis and Recognition on Mobile Devices in Video StreamCode0
Object Detection with Deep Learning: A Review—0
Generative Models for Pose Transfer—0
Finding Tiny Faces in the Wild With Generative Adversarial Network—0
Deployment of Customized Deep Learning based Video Analytics On Surveillance Cameras—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Poly-NL(ResNet-50)AP0.93—Unverified
2ASFD-D6AP0.93—Unverified
3RetinaFace+Lpts+LpixelAP0.92—Unverified
4AInnoFaceAP0.91—Unverified
5DupNet-L+PACTAP0.91—Unverified
6DSFDAP0.9—Unverified
7+ DH + HIMAP0.9—Unverified
8SRNAP0.9—Unverified
9FDNetAP0.9—Unverified
10PyramidBoxAP0.89—Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97—Unverified
2RetinaFace+Lpts+LpixelAP0.96—Unverified
3Poly-NL(ResNet-50)AP0.96—Unverified
4AInnoFaceAP0.96—Unverified
5DSFDAP0.95—Unverified
6YOLOv5x6AP0.95—Unverified
7SCRFD-34GFAP0.95—Unverified
8+ DH + HIMAP0.95—Unverified
9YOLOv5l6AP0.95—Unverified
10SRNAP0.95—Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97—Unverified
2RetinaFace+Lpts+LpixelAP0.97—Unverified
3YOLOv5x6AP0.97—Unverified
4AInnoFaceAP0.97—Unverified
5YOLOv5m6AP0.96—Unverified
6Poly-NL(ResNet-50)AP0.96—Unverified
7PyramidBoxAP0.96—Unverified
8SCRFD-34GFAP0.96—Unverified
9DSFD (RFB)AP0.96—Unverified
10SRNAP0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAccuracy91.82—Unverified
2DSFDAP0.99—Unverified
3Face R-FCNAP0.99—Unverified
4SRNAP0.99—Unverified
5PyramidBoxAP0.99—Unverified
6S3FDAP0.98—Unverified
7LFFDAP0.97—Unverified
8FaceBoxesAP0.96—Unverified
9HyperFaceAP0.9—Unverified
10DPMAP0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP1—Unverified
2HyperFace-ResNetAP0.99—Unverified
3LRN + RSAAP0.99—Unverified
4FaceBoxesAP0.99—Unverified
5STNAP0.98—Unverified
6DPMAP0.97—Unverified
7Conv3DAP0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP0.99—Unverified
2S3FDAP0.98—Unverified
3FaceBoxesAP0.96—Unverified
4HyperFace-ResNetAP0.96—Unverified
5STNAP0.94—Unverified
6DPMAP0.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAverage Precision93.86—Unverified
2MobileNetV1-0.25Average Top-1 Accuracy68.98—Unverified
3IFQ-Tinier-YOLOGFLOPs0.11—Unverified
#ModelMetricClaimedVerifiedStatus
1HPRNet (Hourglass-104)AP56.4—Unverified
2HPRNet (DLA)AP55.8—Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX Tiny)Average Precision77.4—Unverified
2DASS-Detector (YOLOX XL)Average Precision77.4—Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX XL)Average Precision90.01—Unverified
2DASS-Detector (YOLOX Tiny)Average Precision87.75—Unverified
#ModelMetricClaimedVerifiedStatus
1CASSODmIoU42.86—Unverified