Driver drowsiness detection using back-propagation neural network / Endratno Ibrahim

QR Code

Driver drowsiness detection using back-propagation neural network / Endratno Ibrahim

Faces as the primary part of human communication have been a research target in a computer vision over a few decades. This project focuses on the development of Back propagation neural network for driver drowsiness detection based on eyes state (open and close). It uses a CCD camera equipped w...

Full description

Bibliographic Details
Main Author:	Ibrahim, Endratno
Format:	Student Project
Language:	English
Published:	Faculty of Computer Science and Mathematics 2006
Subjects:	Electronic Computers. Computer Science
Online Access:	https://ir.uitm.edu.my/id/eprint/723/

Similar Items

Driver Drowsiness Detection System
by: Ranjitha, M.M., et al.
Published: (2024)

Driver drowsiness detection using different classification algorithms
by: Nor Shahrudin, Nur Shahirah, et al.
Published: (2020)

A review of ECG data acquisition for driver drowsiness detection
by: Nor Shahrudin, Nur Shahirah, et al.
Published: (2020)

The development of extra axial brain tumor detection prototype using back propagation based neural network / Suriyanti Panagen
by: Panagen, Suriyanti
Published: (2006)

Development of human gender identification prototype using back-propagation neural network / Mohd Amin Abas
by: Abas, Mohd Amin
Published: (2006)

Development of a driver drowsiness monitoring system using electrocardiogram
by: Nor Shahrudin, Nur Shahirah, et al.
Published: (2018)

The application of back propagation neural network in the prognosis of breast cancer / Hazlina Hamdan
by: Hazlina , Hamdan
Published: (2004)

Prediction of drinking water quality using back-propagation neural network / Wan Radziah Wan Abdul Rahim
by: Wan Abdul Rahim, Wan Radziah
Published: (2006)

Back propagation neural network and non-linear regression models for dengue outbreak prediction
by: Husin, Nor Azura
Published: (2008)

A fusion between divergence algorithm and back propagation neural network for segmentation of connected speech
by: Salam, Md. Sah
Published: (2010)

Implementation of haar cascade classifier and eye aspect ratio for driver drowsiness detection using raspberry pi
by: Kamarudin, Nora, et al.
Published: (2019)

Driver's Face Tracking Based On Improved CAMShift for Drowsiness Detection
by: Jie, Ma, et al.
Published: (2013)

4D : A real-time driver drowsiness detector using deep learning
by: Jahan, Israt, et al.
Published: (2023)

Driver identification and driver's emotion verification using KDE and MLP neural networks
by: Md Nor, Norzaliza, et al.
Published: (2010)

Driver identification and driver's emotion verification using KDE and MLP neural networks
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)

The study of time domain features of EMG signals for detecting driver’s drowsiness
by: Faradila, Naim, et al.
Published: (2022)

Enhancing driver safety : Real-time eye detection for drowsiness prevention driver assistance systems †
by: Zainah, Md Zain, et al.
Published: (2023)

Spinal deformity detection employing back propagation on neural network
by: Kim, H., et al.
Published: (2005)

Drowsiness detection for car assisted driver system using image processing analysis
by: Ani Syazana, Jasni
Published: (2010)

Speech recognition to determine emotions using quick propagation neural network / Aisyah Mohamad Tojid
by: Mohamad Tojid, Aisyah
Published: (2006)

The tuning of error signal for back-propagation algorithms
by: Rengasamy, Renugah
Published: (2008)

Back Propagation Algorithm-Based Intelligent Model for Botnet Detection
by: Nik Quosthoni, Sunaidi, et al.
Published: (2018)

An investigation of back-propagation neural network on university selection
by: Maharani, Sitti Syarah, et al.
Published: (2015)

Drowsiness detection for car assisted driver system using image processing analysis-interfacing with hardware
by: Huong, Nice Quan
Published: (2010)

Local DTW coefficients and pitch feature for back-propagation NN digits recognition
by: Sudirman, R., et al.
Published: (2006)

An Integer-Fractional Gradient Algorithm for Back Propagation Neural Networks
by: Zhang, Yiqun, et al.
Published: (2024)

Remote to Local Attack Detection Using Supervised Neural Network
by: Iftikhar, Ahmad, et al.
Published: (2010)

Rice yield prediction - a comparison between enhanced back propagation learning algorithms
by: Saad, Puteh, et al.
Published: (2004)

Investigating Supervised Neural Networks to Intrusion Detection
by: Iftikhar , Ahmad, et al.
Published: (2010)

Suspense scene detection using recurrent neural network
by: Lim, Sin Hui
Published: (2021)

Neural network corner detection of vertex chain code
by: Subri, S. H., et al.
Published: (2006)

Training process reduction based on potential weights linear analysis to accelerate back propagation network.
by: Asadi, Roya, et al.
Published: (2009)

Application of Artificial Neural Network in Detection of Probing Attacks
by: I., Ahmad, et al.
Published: (2010)

Application of Artificial Neural Network in Detection of Probing Attacks
by: Ahmad, iftikhar, et al.
Published: (2009)

Automatic spinal deformity detection based on neural network
by: Kim, Hyoungseop, et al.
Published: (2003)

Evaluating Neural Network Intrusion Detection Approaches Using Analytic Hierarchy Process
by: Ahmad, iftikhar, et al.
Published: (2010)

Botnet Detection Using a Feed-Forward Backpropagation Artificial Neural Network
by: Ahmed, Abdulghani Ali
Published: (2019)

IOT – eye drowsiness detection system by using intel edison with gps navigation
by: Auni Syahirah, Abu Bakar, et al.
Published: (2019)

IoT – eye drowsiness detection system by using Intel Edison with GPS navigation
by: Rohana, Abdul Karim, et al.
Published: (2018)

Neural network in corner detection of vertex chain code series
by: Subri, S. H., et al.
Published: (2006)