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

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Showing 501–536 of 536 papers

Title	Date	Tasks	Status
The Fastest Deformable Part Model for Object Detection	Jun 1, 2014	Face DetectionObject	—Unverified
Occlusion Coherence: Localizing Occluded Faces with a Hierarchical Deformable Part Model	Jun 1, 2014	Face DetectionObject Recognition	—Unverified
An FPGA-based Parallel Architecture for Face Detection using Mixed Color Models	May 27, 2014	Face Detection	—Unverified
Single camera pose estimation using Bayesian filtering and Kinect motion priors	May 20, 2014	2D Pose EstimationCamera Pose Estimation	CodeCode Available
Face Detection with a 3D Model	Apr 14, 2014	Face Detectionmodel	—Unverified
Review of Face Detection Systems Based Artificial Neural Networks Algorithms	Mar 20, 2014	Face Detection	—Unverified
A Study of Local Binary Pattern Method for Facial Expression Detection	Feb 4, 2014	Face DetectionFace Recognition	—Unverified
Occupancy Detection in Vehicles Using Fisher Vector Image Representation	Dec 20, 2013	Face DetectionGeneral Classification	—Unverified
Face Detection from still and Video Images using Unsupervised Cellular Automata with K means clustering algorithm	Dec 15, 2013	ClusteringFace Detection	—Unverified
Skin Texture Recognition Using Neural Networks	Nov 23, 2013	Face Detection	—Unverified
Face Verification Using Kernel Principle Component Analysis	Nov 19, 2013	Face DetectionFace Recognition	—Unverified
Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines?	Nov 16, 2013	Face DetectionFace Recognition	—Unverified
Skin Segmentation based Elastic Bunch Graph Matching for efficient multiple Face Recognition	Oct 22, 2013	Face DetectionFace Recognition	—Unverified
An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems	Oct 1, 2013	Face Detection	—Unverified
Face Verification Using Boosted Cross-Image Features	Sep 28, 2013	Face DetectionFace Recognition	—Unverified
A novel approach to nose-tip and eye corners detection using H-K Curvature Analysis in case of 3D images	Sep 18, 2013	Face Detection	—Unverified
Highly Scalable, Parallel and Distributed AdaBoost Algorithm using Light Weight Threads and Web Services on a Network of Multi-Core Machines	Jun 6, 2013	CPUFace Detection	—Unverified
Detecting and Aligning Faces by Image Retrieval	Jun 1, 2013	AttributeFace Alignment	—Unverified
Object Detection with Pixel Intensity Comparisons Organized in Decision Trees	May 20, 2013	Face DetectionObject	CodeCode Available
Human Mood Detection For Human Computer Interaction	May 10, 2013	Face DetectionFacial Expression Recognition	—Unverified
Video Face Matching using Subset Selection and Clustering of Probabilistic Multi-Region Histograms	Mar 26, 2013	AllClustering	—Unverified
Image-based Face Detection and Recognition: "State of the Art"	Feb 26, 2013	Face DetectionFace Recognition	—Unverified
Robust Face Recognition using Local Illumination Normalization and Discriminant Feature Point Selection	Dec 11, 2012	Face DetectionFace Recognition	—Unverified
Percol0 - un syst\`eme multimodal de d\'etection de personnes dans des documents vid\'eo (Percol0 - A multimodal person detection system in video documents) [in French]	Jun 1, 2012	Face DetectionHuman Detection	—Unverified
Automatic annotation of head velocity and acceleration in Anvil	May 1, 2012	Face Detection	—Unverified
Face Expression Recognition and Analysis: The State of the Art	Mar 30, 2012	Face Detection	—Unverified
A robust, low-cost approach to Face Detection and Face Recognition	Nov 4, 2011	Face DetectionFace Recognition	—Unverified
Hamiltonian Streamline Guided Feature Extraction with Applications to Face Detection	Aug 17, 2011	Face Detectionobject-detection	—Unverified
Face Detection with Effective Feature Extraction	Sep 29, 2010	Face Detection	—Unverified
Rotation Invariant Face Detection Using Wavelet, PCA and Radial Basis Function Networks	Sep 25, 2010	Face Detection	—Unverified
Active Testing for Face Detection and Localization	Mar 27, 2010	Face Detection	—Unverified
Automatic local Gabor Features extraction for face recognition	Jul 28, 2009	Face DetectionFace Recognition	—Unverified
Face Detection Using Adaboosted SVM-Based Component Classifier	Dec 13, 2008	Face DetectionGeneral Classification	—Unverified
Predicting human gaze using low-level saliency combined with face detection	Dec 1, 2007	Face Detection	—Unverified
Multiple-Instance Pruning For Learning Efficient Cascade Detectors	Dec 1, 2007	Face DetectionMultiple Instance Learning	—Unverified
Rapid Object Detection using a Boosted Cascade of Simple Features	Apr 15, 2003	Face DetectionObject	—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