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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–225 of 536 papers

Title	Date	Tasks	Status
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces	Sep 5, 2021	Face Detection	—Unverified
Robustness Disparities in Commercial Face Detection	Aug 27, 2021	Face Detection	CodeCode Available
Real-time Indian Sign Language (ISL) Recognition	Aug 24, 2021	Face DetectionGesture Recognition	—Unverified
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild	Jul 30, 2021	Face DetectionFace Swapping	—Unverified
PiBase: An IoT-based Security System using Raspberry Pi and Google Firebase	Jul 29, 2021	Face DetectionFace Recognition	—Unverified
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning	Jul 8, 2021	Face DetectionFace Recognition	—Unverified
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment	Jul 8, 2021	Face DetectionImage Super-Resolution	—Unverified
Poly-NL: Linear Complexity Non-local Layers with Polynomials	Jul 6, 2021	Face DetectionInstance Segmentation	—Unverified
1st Place Solutions for UG2+ Challenge 2021 -- (Semi-)supervised Face detection in the low light condition	Jul 2, 2021	Face DetectionImage Enhancement	—Unverified
MIDV-2020: A Comprehensive Benchmark Dataset for Identity Document Analysis	Jul 1, 2021	Face Detection	—Unverified
Cheating Detection Pipeline for Online Interviews and Exams	Jun 28, 2021	Face DetectionFace Recognition	—Unverified
Differential Morph Face Detection using Discriminative Wavelet Sub-bands	Jun 24, 2021	Face DetectionFace Recognition	—Unverified
Creating A New Color Space utilizing PSO and FCM to Perform Skin Detection by using Neural Network and ANFIS	Jun 22, 2021	Face Detection	—Unverified
Sejong Face Database: A Multi-Modal Disguise Face Database	Jun 14, 2021	Face DetectionFace Recognition	CodeCode Available
Efficient Face Detection in the Fisheye Image Domain	Jun 14, 2021	CPUFace Detection	—Unverified
PAL: Intelligence Augmentation using Egocentric Visual Context Detection	May 22, 2021	ClusteringDeep Learning	—Unverified
EMface: Detecting Hard Faces by Exploring Receptive Field Pyraminds	May 21, 2021	Face Detection	CodeCode Available
Sample and Computation Redistribution for Efficient Face Detection	May 10, 2021	Face Detection	CodeCode Available
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps	Apr 29, 2021	Face Detectionobject-detection	—Unverified
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications	Apr 29, 2021	Face DetectionImage Segmentation	—Unverified
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions	Apr 29, 2021	Face Detectionimage-classification	—Unverified
Safe Fakes: Evaluating Face Anonymizers for Face Detectors	Apr 23, 2021	Face DetectionGenerative Adversarial Network	—Unverified
An Improved Real-Time Face Recognition System at Low Resolution Based on Local Binary Pattern Histogram Algorithm and CLAHE	Apr 15, 2021	Face AlignmentFace Detection	—Unverified
Performance analysis of facial recognition: A critical review through glass factor	Apr 4, 2021	Face DetectionFace Recognition	—Unverified
Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD	Apr 2, 2021	Face DetectionFace Recognition	—Unverified

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All datasets WIDER Face (Hard)WIDER Face (Medium)WIDER Face (Easy)FDDB Annotated Faces in the Wild PASCAL Face WIDER FACE COCO-WholeBody DCM iCartoonFace ADE20K

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Poly-NL(ResNet-50)	AP	0.93	—	Unverified
2	ASFD-D6	AP	0.93	—	Unverified
3	RetinaFace+Lpts+Lpixel	AP	0.92	—	Unverified
4	AInnoFace	AP	0.91	—	Unverified
5	DupNet-L+PACT	AP	0.91	—	Unverified
6	DSFD	AP	0.9	—	Unverified
7	+ DH + HIM	AP	0.9	—	Unverified
8	SRN	AP	0.9	—	Unverified
9	FDNet	AP	0.9	—	Unverified
10	PyramidBox	AP	0.89	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ASFD-D6	AP	0.97	—	Unverified
2	RetinaFace+Lpts+Lpixel	AP	0.96	—	Unverified
3	Poly-NL(ResNet-50)	AP	0.96	—	Unverified
4	AInnoFace	AP	0.96	—	Unverified
5	DSFD	AP	0.95	—	Unverified
6	YOLOv5x6	AP	0.95	—	Unverified
7	SCRFD-34GF	AP	0.95	—	Unverified
8	+ DH + HIM	AP	0.95	—	Unverified
9	YOLOv5l6	AP	0.95	—	Unverified
10	SRN	AP	0.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ASFD-D6	AP	0.97	—	Unverified
2	RetinaFace+Lpts+Lpixel	AP	0.97	—	Unverified
3	YOLOv5x6	AP	0.97	—	Unverified
4	AInnoFace	AP	0.97	—	Unverified
5	YOLOv5m6	AP	0.96	—	Unverified
6	Poly-NL(ResNet-50)	AP	0.96	—	Unverified
7	PyramidBox	AP	0.96	—	Unverified
8	SCRFD-34GF	AP	0.96	—	Unverified
9	DSFD (RFB)	AP	0.96	—	Unverified
10	SRN	AP	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Condensation-Net	Accuracy	91.82	—	Unverified
2	DSFD	AP	0.99	—	Unverified
3	Face R-FCN	AP	0.99	—	Unverified
4	SRN	AP	0.99	—	Unverified
5	PyramidBox	AP	0.99	—	Unverified
6	S3FD	AP	0.98	—	Unverified
7	LFFD	AP	0.97	—	Unverified
8	FaceBoxes	AP	0.96	—	Unverified
9	HyperFace	AP	0.9	—	Unverified
10	DPM	AP	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRN	AP	1	—	Unverified
2	HyperFace-ResNet	AP	0.99	—	Unverified
3	LRN + RSA	AP	0.99	—	Unverified
4	FaceBoxes	AP	0.99	—	Unverified
5	STN	AP	0.98	—	Unverified
6	DPM	AP	0.97	—	Unverified
7	Conv3D	AP	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRN	AP	0.99	—	Unverified
2	S3FD	AP	0.98	—	Unverified
3	FaceBoxes	AP	0.96	—	Unverified
4	HyperFace-ResNet	AP	0.96	—	Unverified
5	STN	AP	0.94	—	Unverified
6	DPM	AP	0.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Condensation-Net	Average Precision	93.86	—	Unverified
2	MobileNetV1-0.25	Average Top-1 Accuracy	68.98	—	Unverified
3	IFQ-Tinier-YOLO	GFLOPs	0.11	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HPRNet (Hourglass-104)	AP	56.4	—	Unverified
2	HPRNet (DLA)	AP	55.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DASS-Detector (YOLOX Tiny)	Average Precision	77.4	—	Unverified
2	DASS-Detector (YOLOX XL)	Average Precision	77.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DASS-Detector (YOLOX XL)	Average Precision	90.01	—	Unverified
2	DASS-Detector (YOLOX Tiny)	Average Precision	87.75	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CASSOD	mIoU	42.86	—	Unverified