In the era of modern technologies emerging at rapid pace there is no reason why a crucial event in education sector such as attendance should be done in the old boring traditional way. Attendance monitoring system will save a lot of time and energy for the both parties teaching staff as well as the students. Attendance will be monitored by the face recognition algorithm by recognizing only the face of the students from the rest of the objects and then marking the students as present. The system...
Topics: Face Detection, Face Recognition, Viola-Jones, LBPH
Attendance is important for university students. However, generic way of taking attendance in universities may include various problems. Hence, a face recognition system for attendance taking is one way to combat the problem. This paper will present an automated system that will automatically saves student’s attendance into the database using face recognition method. The paper will elaborate on student attendance system, image processing, face detection and face recognition. The face...
Topics: Face detection, Face recognition, Local Binary Pattern, Student’s attendance system, Viola-jones...
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Feb 26, 2019
02/19
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Computerphile
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Deep learning is used for everything these days, but this face detection algorithm is so neat its still in use today. Dr Mike Pound on the Viola/Jones algorithm. Viola/Jones Paper: http://bit.ly/C_RapidObjectDetectPaper After detection you may want to ID the face: https://youtu.be/mwTaISbA87A Hardware Hacking: https://youtu.be/eOPLQxGNmHA EXTRA BITS: https://youtu.be/s2ciAt7KtZc https://www.facebook.com/computerphile https://twitter.com/computer_phile This video was filmed and edited by Sean...
Topics: Youtube, video, Education, computers, computerphile, computer, science, Computer Science,...
Viola– Jones object detection frameworkintroduced in 2001 by Dr. Paul Viola and Dr. Michael Jones is an object detection framework which can be trained for detecting a variety of object classes .It is primarily used for the problem of face detection.In most video recording or surveillance systems it became impossible for human beings to retrieve large image datasets and analyze them for potential results. Now a days accurate facial recognition has a great impact in our ecosystem be it face...
Topics: haar-features, Viola Jones, Image Analysis, face detection, feature extraction, face edge detection
Face recognition has become one of the most important challenging problems in personal computer-human interaction, video observation, and biometric. Many algorithms have been developed in recent years. These algorithms are not sufficiently robust to address the complex images. Therefore, this paper proposes a soft computing algorithm based on face recognition. One of the most promising soft computing algorithms which is back-propagation artificial neural network (BP-ANN) has been proposed. The...
Topics: Back-propagation artificial neural network (BP-ANN), Face detection, Face recognition, Viola-Jones...
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Aug 1, 2022
08/22
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N. Dhana Lakshmi
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Facial Recognition is the most used technology nowadays. Apart from Bio-metrics, Iris scan, fingerprint recognition methodologies, facial recognition is emerging recognition methodology these days. One of the most effective applications of this methodology is automated attendance using facial recognition, which is contact less, secure, and effective unlike in tradition way (manual attendance) it saves more time. Methodology used in this project involves Viola-Jones algorithm for face detection...
Topics: Viola-Jones algorithm, Eigenfaces, Eigen vectors, Facial recognition, Recognition accuracy.
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Aug 16, 2022
08/22
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Nur Nabilah Abu Mangshor, Iylia Ashiqin Abdul Majid, Shafaf Ibrahim, Nurbaity Sabri
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A drowsiness and fatigue problems among the drivers are the main factor that contributes to road accidents. These problems are vital to be resolved as they could contribute to damage of road facilities, vehicles and most importantly the loss of lives. In avoiding these matters, a proper mechanism is needed to alert the driver to stay awake throughout the driving journey. Thus, this study proposed a real-time prototype for recognizing the drowsiness and fatigue face expression of the driver. The...
Topics: Drowsiness, Face recognition, Fatigue, Support vector machine, Viola-Jones
Detecting eye blink and yawning is important, for example in systems that monitor the vigilance of the human operator, eg Driver's drowsiness. Driver fatigue is one of the leading causes of the worlds deadliest road accidents. This shows that in the transport sector in particular, where a driver of heavy vehicles is often open to hours of monotonous driving which causes fatigue without frequent rest periods. It is therefore essential to design a road accident prevention system that can detect...
Topics: Electrical Engineering, eye blinking, yawning detection, Viola-Jones Algorithm
The unauthorized access to the university entrance could be gained by only flashinga student card. This unsecure situation shows the loophole of security authentication in a university. In order to overcomethis, a biometric recognition could be the most suitable candidate as itvaries uniquely from one person to another. A study on student cards’ biometric recognition using Viola-Jones algorithm is presented as it is proven as a powerful algorithm in terms of superb detection rates and speed....
Topics: Biometric Recognition, Security authentication, Student card, Viola-Jones algorithm
This paper presents the intelligent door control system based on face detection and recognition. This system can avoid the need to control by persons with the use of keys, security cards, password or pattern to open the door. The main objective is to develop a simple and fast recognition system for personal identification and face recognition to provide the security system. Face is a complex multidimensional structure and needs good computing techniques for recognition. The system is composed...
Topics: Electrical Engineering, Viola Jones, Neural Network, Principle Component Analysis, MATLAB, PIC...
In this proposed system, students will be continuously monitored through a camera. Facial expressions of every student will be captured and will be further processed. Depending upon the expressions and the processed data, results will be obtained i.e. if the student is stressed or no. A notification will be sent to the teacher, counsellor or the person incharge to guide the students. We propose a method which will help the child to cope up and deal with personal or other psychological problems....
Topics: Haar Cascade, Convolutional Neural Network, Viola Jones, Classifier & Random Forest
In this proposed system, students will be continuously monitored through a camera. Facial expressions of every student will be captured and will be further processed. Depending upon the expressions and the processed data, results will be obtained i.e. if the student is stressed or no. A notification will be sent to the teacher, counsellor or the person incharge to guide the students. We propose a method which will help the child to cope up and deal with personal or other psychological problems....
Topics: Haar Cascade, Convolutional Neural Network, Viola Jones, Classifier & Random Forest
In this proposed system, students will be continuously monitored through a camera. Facial expressions of every student will be captured and will be further processed. Depending upon the expressions and the processed data, results will be obtained i.e. if the student is stressed or no. A notification will be sent to the teacher, counsellor or the person incharge to guide the students. We propose a method which will help the child to cope up and deal with personal or other psychological problems....
Topics: Haar Cascade, Convolutional Neural Network, Viola Jones, Classifier & Random Forest
