REAL TIME SLEEP DROWSINESS DETECTION USING FACE RECOGNITION IEEE PAPER, IEEE PROJECT

title
REAL TIME SLEEP/ DROWSINESS DETECTION USING FACE RECOGNITION

Author:

BALDEEP KAUR
DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING
SANT BABA BHAG SINGH UNIVERSITY, PHAGWARA
baldeepjakhu@gmail.com

ABSTRACT
Drowsiness Detection is favorite topic of researchers in recent years because it is cause of many road accidents. It can also help in detecting the need of rest. When drivers drive for long time then they feel fatigue which can effect on their driving and can cause of death and injury in road accidents. The reason of fatigue can be long drive, feeling sick, headache, drink and drugs etc.
This research will play an important role in driver’s life and can save their life. In this paper, I introduced an Android application which can detect the drowsiness state, normal state and number of times eye blinking. This application will alert the driver in drowsy state and can save the driver‘s life. The application will give the information of five things: percentage of normal state, drowsy state, number of times eye blinking, number of times yawning and number of frame captured by application camera. It will take login information and then give the information and alert the driver when he is in drowsy state.

Keyword: Drowsiness, Machine Learning, Android Application.

INTRODUCTION

Drowsiness is a kind of fatigue. When driver is in sleepy state then they lose the control of vehicle which can cause of dangerous accident. The main idea behind this research is to find the drowsy state of person and will alert the person time-to-time. The main reason behind the sleepy state can be fatigue of long drive, feeling sick, headache, drink and drugs etc. There are so many road accidents happened in every year and the main reason of these accidents are fatigue. So, it becomes mandatory to make system or applications like this which can alert the driver.
To avoid the road accidents by drowsiness, I introduced an Android application in this research paper. There are so many researches on drowsiness detection which I discussed in literature review. This application is mainly for drivers and can be used by everyone. This application will provide accurate and fast results. The machine Learning is used to make this research successful.
The paper has four sections. The 2 section is about literature review which discusses the recent research paper on this topic. The 3 section discuss methodology and proposed algorithm. Section 4 describes the conclusion and future work.

real-time-sleep-drowsiness-detection-using-face-recognition
free download

@ engpaper.com published paper

Address:
Baldeep Kaur
Department of Computer Science & Engineering
Sant Baba Bhag Singh University
Phagwara
baldeepjakhu@gmail.com



[31] Akbarzhon Madaminov, “Recommendation Systems”, Engpaper Journal, https://www.engpaper.com/recommendation-systems.htm
[32] Aathi oli.S , “REVIEW PAPER ON PHISHING ATTACKS”, Engpaper Journal, https://www.engpaper.com/review-paper-on-phishing-attacks.htm
[33] Rania Fernando, “IoT based – Street Light Controlling System”, Engpaper Journal, https://www.engpaper.com/iot-based-street-light-controlling-system.htm
[34] K. SAI BHARGAV, V. RAJENDRA, “Study on Data Structures for Machine Learning”, Engpaper Journal, https://www.engpaper.com/data-structures-for-machine-learning.htm
[35]Brundha P, Guruprasad K N, Amith V Hiremath,Sirisha R, Chandrakanth G Pujari , “Face Detection Based Smart Attendance System Using Haar Cascade Algorithm”, Engpaper Journal, https://www.engpaper.com/face-detection-based-smart-attendance-system.htm
[36] Afsana Nadaf , “RFID BASED LIBRARY MANAGEMENT SYSTEM”, Engpaper Journal, https://www.engpaper.com/rfid-based-library-management-system.htm
[37] Mr. Vedant Thube, Neha Thakur, Mr. Siddhesh Balsaraf,Ms. Priyanka Hanchate, Dr. S. D. Sawarkar , “Accident Prevention using Eye Drowsiness & Yawning Detection”, Engpaper Journal, https://www.engpaper.com/accident-prevention-paper.htm
[38] Abhishek A Hishobkar, Rutuja Gaonkar, Jagdish Chintamani , “DIGITAL DIARY”, Engpaper Journal, https://www.engpaper.com/digital-diary.htm
[39] Pooman Suryavanshi, Aryan Ghadge, Manali Kharat , “TAXI SERVICE for VISUALLY IMPAIRED”, Engpaper Journal, https://www.engpaper.com/taxi-service-for-visually-impaired.htm
[40] Mr. Pankaj yadav, Shila Jawale, Mr. Ashutosh Mahadik, Ms. Neha Nivalkar, Dr. S. D. Sawarkar , “NEWS ARTICLES CLASSIFICATION”, Engpaper Journal, https://www.engpaper.com/news-articles-classification.htm
[41] Rahul Chavan, Manvee Bhoir, Gaurav Sapkale, Anita Mhatre, “Smart Tourist Guide System”, Engpaper Journal, https://www.engpaper.com/smart-tourist-guide-system.htm
[42] Rutik Desai, Akash Jadhav,Suraj Sawant ,Neha Thakur , “Accident Detection Using ML and AI Techniques”, Engpaper Journal, https://www.engpaper.com/accident-detection-using-ml-and-ai-techniques.htm
[43] Anagha Vishe,Akash Shirsath, Sayali Gujar, Neha Thakur , “Student Attendance System using Face Recognition”, Engpaper Journal, https://www.engpaper.com/student-attendance-system-using-face-recognition.htm
[44] Ms.Sayali Patekar, Shila jawale, Ms.Pranali Kurhade, Mr.Shubham Khamkar , “Smart Classroom Application”, Engpaper Journal, https://www.engpaper.com/smart-classroom-application.htm
[45] DOSHI SAKSHI, DEVYANI CHAUDHARI, POOJA GAIKWAD, RUTUJA CHABUKSWAR,MRS. SUJATA KOLHE, “TOURISM SIMPLIFIED THROUGH VOICE”, Engpaper Journal, https://www.engpaper.com/tourism-simplified-through-voice.htm
[46] Afreen Fathima,Samreen Jameel, Pathan Ahmed khan , “ACCIDENT DETECTION AND ALERTING SYSTEM”, Engpaper Journal, https://www.engpaper.com/accident-detection-and-alerting-system.htm
[47] Suman Zareen, Tuba Masood, Pathan Ahmed khan, “E-Commerce Web Application with Augmented Reality”, Engpaper Journal, https://www.engpaper.com/e-commerce-web-application-with-augmented-reality.htm
[48] Lok Shan CHAN, “Selection of Waterfall and Agile Methodologies in Software Testing”, Engpaper Journal, https://www.engpaper.com/selection-of-waterfall-and-agile-methodologies-in-software-testing.htm
[49] Barve Rutu, “CLOUD COMPUTING SYSTEM FOR GAMING”, Engpaper Journal, https://www.engpaper.com/cloud-computing-system-for-gaming.htm
[50] Harshvardhan Singh, “Machine Learning: Fake News Blocking”, Engpaper Journal, https://www.engpaper.com/machine-learning-fake-news-blocking.htm
[51] M.Al Batahari, “SERVERS ROOM MONITORING SYSTEM USING IOT”, Engpaper Journal, https://www.engpaper.com/servers-room-monitoring-system-using-iot.htm
[52] AYUSHI ANKITA RAKSHIT, “VIRTUAL MASTER USING PYTHON”, Engpaper Journal, https://www.engpaper.com/virtual-master-using-python.htm
[53] Baldeep Kaur, “REAL TIME SLEEP DROWSINESS DETECTION USING FACE RECOGNITION”, Engpaper Journal, https://www.engpaper.com/real-time-sleep-drowsiness-detection-using-face-recognition.htm
[54] Suchitav Khadanga, “Two Stage CMOS Operational Amplifier From Specification to Design”, Engpaper Journal, https://www.engpaper.com/opamp-operational-amplifier-design.htm
[55] nidhi sharma, “Introduction to Remote Sensing”, Engpaper Journal, https://www.engpaper.com/introduction-to-remote-sensing.htm
[56] Rohith N Reddy, “COVID-19 Detection using SVM Classifier”, Engpaper Journal, https://www.engpaper.com/covid-19-detection-using-svm-classifier.htm
[57] Swapnil Kole, “COVID-19 Database on Consortium Blockchain”, Engpaper Journal, https://www.engpaper.com/covid-19-database-on-consortium-blockchain.htm
[58] TejalLengare, PallaviSonawane, PrachiGunjal, ShubhamDhire, Prof.Shaikh.J.N , “Accident Detection & Avoidance System in Vehicles”, Engpaper Journal, https://www.engpaper.com/accident-detection-and-avoidance-system-in-vehicles.htm
[59] Abhishek Pawshekar, Deepti More, Akash Khade, Pratiksha Wagh, Ganesh Ubale, “Augmented Reality: to converting and placing object into 3D model”, Engpaper Journal, https://www.engpaper.com/augmented-reality-survey.htm
[60] ABDUL KHADER.A.S, A.R.PRADEEP, Dr.T.V.Mallesh, S.R.Ramesh, “PARAMETRIC BEHAVIOUR OF BOX GIRDER BRIDGES UNDER DIFFERENT RADIUS OF CURVATURE & VARYING SPANS”, Engpaper Journal, https://www.engpaper.com/parametric-behaviour-of-box-girder-bridges.htm
[61] Prof.Ubale.G.S, Pranjal Adhav,Pooja Gaikwad, Sushama Nadavade ,Pooja Kale , “Iot based Bridge Monitoring System”, Engpaper Journal, https://www.engpaper.com/iot-based-bridge-monitoring-system.htm
[62] Divya Deewan, Priyanka Maheshwari, Sanjay Jain, “A REVIEW OF BATTERY-SUPERCAPACITOR HYBRID ENERGY STORAGE SYSTEM SCHEMES FOR POWER SYSTEM APPLICATION”, Engpaper Journal, https://www.engpaper.com/hybrid-energy-storage-system-schemes-for-power-system-application.htm
[63] Prof.Ansari.M.B, Pranjal Adhav,Pooja Gaikwad,Sushama Nadavade,Pooja Kale, “Survey on MyHelper IOT based Bridge Monitoring System”, Engpaper Journal, https://www.engpaper.com/survey-on-myhelper-iot-based-bridge-monitoring-system.htm
[64] Shreyas.S.J, Saddam hussain, Chaithra E, “COMPARATIVE STUDY ON SEISMIC RESPONSE OF MASONRY INFILLED RC FRAME BUILDINGS AND MIVAN BUILDINGS WITH DIFFERENT PERCENTAGE OF WALL OPENINGS”, Engpaper Journal, https://www.engpaper.com/seismic-response-of-masonry-infilled-rc-frame-buildings-and-mivan-buildings.htm
[65] Yusuf Ali Hassan, “Somali Power-Grid Significant Challenges”, Engpaper Journal, https://www.engpaper.com/somali-power-grid-significant-challenges.htm
[66] Ahmed N. Elhefnawy, “Refractive IR Objective Optical Design Operating in LWIR band For Military Observation Applications”, Engpaper Journal, https://www.engpaper.com/refractive-ir-objective-optical-design.htm
[67] S MANJULA, D SELVATHI and SUCHITAV KHADANGA, “Design of low-power CMOS transceiver front end for 2.4-GHz WPAN applications”, Engpaper Journal, https://www.engpaper.com/low-power-cmos-transceiver-front-end.htm
[68] Suchitav Khadanga, “Fabrication of MEMS Pressure Sensor on thin film membrane”, Engpaper Journal, https://www.engpaper.com/fabrication-of-mems-pressure-sensor-on-thin-film-membrane.htm
[69] Suchitav Khadanga and Dr. K.R.Suresh Nair, “An Introduction to Bluetooth”, Engpaper Journal, https://www.engpaper.com/an-introduction-to-bluetooth.htm
[70] Suchitav Khadanga and S. Ahmad, “DESIGN AND FABRICATION OF LOW COST MICROWAVE OSCILLATOR”, Engpaper Journal, https://www.engpaper.com/design-and-fabrication-of-low-cost-microwave-oscillator.htm
[71] Ameen Ahmed, Noushad S, Suchitav Khadanga, K.R.Suresh Nair, P.K.Radhakrishnan, “DEVELOPMENT OF LOW PHASE NOISE SMALL FOOT PRINT SURFACE MOUNT VOLTAGE CONTROLLED OSCILLATOR”, Engpaper Journal, https://www.engpaper.com/development-of-low-phase-noise-small-foot-print-surface-mount-voltage-controlled-oscillator.htm
[72] Suchitav Khadanga , “Synchronous programmable divider design for PLL Using 0.18 um cmos technology”, Engpaper Journal, https://www.engpaper.com/synchronous-programmable-divider-design-for-pll.htm
[73] Kavya.G.R, Shivaraju.G.D, Dr. T V Mallesh, S R Ramesh, “PROGRESSIVE COLLAPSE RESISTANCE OF FLAT SLAB BUILDING”, Engpaper Journal, https://www.engpaper.com/progressive-collapse-resistance-of-flat-slab-building.htm Copyright protected @ ENGPAPER.COM and AUTHORS https://www.engpaper.com