Online citations, reference lists, and bibliographies.

Face Detection Techniques: A Review

A. Sunny Kumar, Amandeep Kaur, Munish Kumar
Published 2018 · Computer Science
Cite This
Download PDF
Analyze on Scholarcy
Share
With the marvelous increase in video and image database there is an incredible need of automatic understanding and examination of information by the intelligent systems as manually it is getting to be plainly distant. Face plays a major role in social intercourse for conveying identity and feelings of a person. Human beings have not tremendous ability to identify different faces than machines. So, automatic face detection system plays an important role in face recognition, facial expression recognition, head-pose estimation, human–computer interaction etc. Face detection is a computer technology that determines the location and size of a human face in a digital image. Face detection has been a standout amongst topics in the computer vision literature. This paper presents a comprehensive survey of various techniques explored for face detection in digital images. Different challenges and applications of face detection are also presented in this paper. At the end, different standard databases for face detection are also given with their features. Furthermore, we organize special discussions on the practical aspects towards the development of a robust face detection system and conclude this paper with several promising directions for future research.
This paper references
10.1109/CIVVS.2009.4938723
A layered approach to robust lane detection at night
Amol Borkar (2009)
2018)Multiple face detection based onmachine learning
H Filali (2018)
10.1109/IVS.1996.566376
Finding and tracking road lanes using "line-snakes"
Dong Jung Kang (1996)
10.1109/IROS.1995.525803
AURORA: a vision-based roadway departure warning system
Mei Chen (1995)
10.1109/IVS.2008.4621152
Real time detection of lane markers in urban streets
Mohamed Aly (2008)
Simple and Fast Face Detection System Based on Edges
S. Anila (2010)
Vision forman machine interaction
JL Crowley (1997)
10.1007/s11042-018-5658-5
Deep-learning-based face detection using iterative bounding-box regression
Dazhi Luo (2018)
10.1109/TENCON.2010.5686631
Face detection in color images based on skin color models
Li Ming Zou (2010)
10.1016/j.imavis.2003.10.003
Lane detection and tracking using B-Snake
Yue Wang (2004)
10.1145/2671188.2749408
Multi-view Face Detection Using Deep Convolutional Neural Networks
Sachin Sudhakar Farfade (2015)
10.1007/BF00133570
Snakes: Active contour models
Michael Kass (2004)
10.1109/ICCSNT.2012.6526210
Comparative research of the common face detection methods
Xiaobo Zhu (2012)
10.1109/TITS.2007.908582
Robust Lane Detection and Tracking in Challenging Scenarios
ZuWhan Kim (2008)
Eigen faces for recognition
M Turk (1991)
ACCIDENT AVOIDING SYSTEM USING LANE DETECTION
Phaneendra Nalla (2013)
10.1613/jair.185
Vision-Based Road Detection in Automotive Systems: A Real-Time Expectation-Driven Approach
Alberto Broggi (1995)
Automatic extraction of face-feature
I Craw (1987)
10.1364/JOSAA.4.000519
Low-dimensional procedure for the characterization of human faces.
Lawrence Sirovich (1987)
10.1109/CISP.2012.6469728
Face detection method based on multi-feature fusion in YCbCr color space
Youlian Zhu (2012)
10.1016/S0921-8890(96)00061-9
Vision for man-machine interaction
James L. Crowley (1995)
10.1109/ICCITECHN.2008.4803030
Face recognition using Gabor Filters
M.T. Rahman (2007)
10.1002/aic.690370209
Nonlinear principal component analysis using autoassociative neural networks
Mark A. Kramer (1991)
10.1109/ICCAS.2010.5669923
Real-time lane detection by using multiple cues
Zhu Teng (2010)
10.1109/AFGR.1996.557283
Finding skin in color images
Rick Kjeldsen (1996)
10.1109/ICSESS.2017.8342943
A face tracking framework based on convolutional neural networks and Kalman filter
Zihan Ren (2017)
10.1109/ITSC.2006.1707377
Realtime lane tracking of curved local road
Zu Kim (2006)
10.1109/ITSC.2001.948710
Real-time lane detection for autonomous navigation
Seung Gweon Jeong (2001)
10.1109/34.254061
Face Recognition: Features Versus Templates
Roberto Brunelli (1993)
10.1007/BF00127169
Feature extraction from faces using deformable templates
Alan L. Yuille (1992)
10.1109/ICCRD.2010.166
Real-Time Lane Departure Detection Based on Extended Edge-Linking Algorithm
Qing Lin (2010)
10.1109/64.491277
Rapidly Adapting Machine Vision for Automated Vehicle Steering
Dean Pomerleau (1996)
10.1109/IEMENTECH.2017.8076987
Convolutional Neural Network based face detection
Subham Mukherjee (2017)
10.1007/978-3-540-24670-1_36
Face Recognition with Local Binary Patterns
Timo Ahonen (2004)
CollobertM (2001)A fast and accurate face detector based on neural networks
FeraudR (2001)
Low BK (2001) Face detection: a survey
H Erik (2001)
10.1162/jocn.1991.3.1.71
Eigenfaces for Recognition
Matthew A. Turk (1991)
10.1109/ICCIC.2012.6510304
Rule-based face detection in color images using normalized RGB color space — A comparative study
Ravi Subban (2012)
10.1109/WMWA.2009.38
Study on Face Detection Algorithm Based on Skin Color Segmentation and AdaBoost Algorithm
Liying Lang (2009)
10.1006/cviu.2001.0921
Face Detection: A Survey
Erik Hjelmås (2001)
10.1109/ICSCN.2015.7219848
Face detection and recognition using skin color
B. Dhivakar (2015)
10.1109/ICEPE.2012.6463823
Lane mark detection using Hough transform
F. Mariut (2012)
10.5120/15330-3651
Efficient Lane Detection Algorithm using Different Filtering Techniques
Sukriti Srivastava (2014)
10.1016/j.imavis.2005.07.018
Lane following and lane departure using a linear-parabolic model
Cláudio Rosito Jung (2005)
Artificial Neural Network architectures for human face detection
Mark Propp (1992)
TensorFlow: A system for large-scale machine learning
Martín Abadi (2016)
10.1109/ITSC.2005.1520073
A lane departure warning system using lateral offset with uncalibrated camera
C.R. Jung (2005)
10.1109/ICSC.2009.113
Vision-Based Lane Detection for Autonomous Artificial Intelligent Vehicles
Othman O. Khalifa (2009)
10.1109/ITSC.2009.5309855
A novel approach to lane detection and tracking
Mirko Meuter (2009)
10.5244/C.5.8
A Trainable Method of Parametric Shape Description
Timothy F. Cootes (1991)
10.1109/TMEE.2011.6199306
A classifier training method for face detection based on AdaBoost
Huaxun Zhang (2011)
10.1016/S0167-8655(00)00021-0
Lane detection using spline model
Yue Wang (2000)
10.1109/34.41390
Application of the Karhunen-Loeve Procedure for the Characterization of Human Faces
M. Kirby (1990)
Extraction of face recognition from monochromatic photographs using neural networks
T Agui (1992)
10.1016/0167-8655(87)90039-0
Automatic extraction of face-features
Ian Craw (1987)
10.1109/ICTRC.2015.7156416
Face detection using Viola and Jones method and neural networks
Mohammad Da'san (2015)
10.1109/CIMSim.2012.31
Road Lane Detection Using H-Maxima and Improved Hough Transform
Khadizah Ghazali (2012)
10.1109/34.899945
A Fast and Accurate Face Detector Based on Neural Networks
Raphaël Féraud (2001)
Adaptive technique for human face detection using HSV color space and neural networks
Hassan Fahmy Hashem (2009)
10.1016/0165-1684(95)00020-E
Recursive implementation of the Gaussian filter
Ian T. Young (1995)
10.1109/TITS.2006.869595
Video-based lane estimation and tracking for driver assistance: survey, system, and evaluation
Joel C. McCall (2006)
10.1109/IVS.2010.5548087
A novel lane detection based on geometrical model and Gabor filter
Shengyan Zhou (2010)
10.1109/ISISE.2009.83
Face Detection Based on AdaBoost and Skin Color
Yan Hou (2009)
10.1037/h0071325
Analysis of a complex of statistical variables into principal components.
Harold Hotelling (1933)
10.1109/ISACV.2018.8354058
Multiple face detection based on machine learning
Hajar Filali (2018)
Computer analysis and classification of photographs of human faces
T. Sakai (1973)
10.1109/CCDC.2013.6561352
An improved detection algorithm of face with combining adaboost and SVM
Jia Ming-xing (2013)
10.1109/83.650851
GOLD: a parallel real-time stereo vision system for generic obstacle and lane detection
Massimo Bertozzi (1998)
A DRIVER WARNING SYSTEM BASED ON THE LOIS LANE DETECTION ALGORITHM
Chris Kreucher (1998)
10.1007/978-3-642-14831-6_41
An Adaptive Method for Lane Marking Detection Based on HSI Color Model
Trung-Thien Tran (2010)
10.1109/TPAMI.2015.2448075
A Fast and Accurate Unconstrained Face Detector
Shengcai Liao (2016)
Face Localization via Shape Statistics
C. Burly (1995)
10.1016/0262-8856(92)90044-4
Trainable method of parametric shape description
Timothy F. Cootes (1992)
10.1109/72.554196
Face recognition/detection by probabilistic decision-based neural network
Shang-Hung Lin (1997)



This paper is referenced by
10.1016/j.ijinfomgt.2020.102104
Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda
Rohit Nishant (2020)
10.1145/3282894.3282918
Arch'n'Smile: A Jump'n'Run Game Using Facial Expression Recognition Control For Entertaining Children During Car Journeys
Niklas Mueller (2018)
10.1016/j.robot.2019.02.007
Robust and Subject-Independent Driving Manoeuvre Anticipation through Domain-Adversarial Recurrent Neural Networks
Michele Tonutti (2019)
Primary/Soft Biometrics: Performance Evaluation and Novel Real-Time Classifiers
Abdulaziz Alorf (2020)
10.1007/978-3-030-00665-5_165
Road detection by boundary extraction technique and hough transform
N. G. S. Parameswaran (2018)
10.1145/3344548
Extraction and Analysis of Fictional Character Networks: A Survey
Vincent Labatut (2019)
10.1007/978-3-030-42058-1_44
In Your Face: Person Identification Through Ratios of Distances Between Facial Features
Mohammad Alsawwaf (2020)
Illumination Resisted Approaches for Emotion Recognition Systems
Quan Bui Duc (2019)
10.1007/978-3-319-95282-6_40
Pose Estimation Based on Monocular Visual Odometry and Lane Detection for Intelligent Vehicles
Juan Galarza (2018)
10.1109/TITS.2017.2752461
Self-Localization Based on Visual Lane Marking Maps: An Accurate Low-Cost Approach for Autonomous Driving
Rafael Peixoto Derenzi Vivacqua (2018)
RetinaMask: A Face Mask detector
Mingjie Jiang (2020)
10.3390/info11030128
Analysis of Facial Information for Healthcare Applications: A Survey on Computer Vision-Based Approaches
Marco Leo (2020)
10.3390/rs11202441
Life Signs Detector Using a Drone in Disaster Zones
Ali Al-Naji (2019)
10.1109/IRCE.2018.8492932
Research on Lane Detection and Tracking Algorithm Based on Improved Hough Transform
Xianwen Wei (2018)
Semantic Scholar Logo Some data provided by SemanticScholar