Drowsiness Detection Using Image Processing

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Drowsiness Detection Using Image Processing

Author : Hanojhan Rajahrajasingh
Publisher : GRIN Verlag
ISBN 13 : 3346082229
Total Pages : 60 pages
Book Rating : 4.3/5 (46 download)

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Book Synopsis Drowsiness Detection Using Image Processing by : Hanojhan Rajahrajasingh

Download or read book Drowsiness Detection Using Image Processing written by Hanojhan Rajahrajasingh and published by GRIN Verlag. This book was released on 2019-12-13 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bachelor Thesis from the year 2019 in the subject Engineering - Robotics, grade: 78, University of Sunderland, language: English, abstract: This report explains the final project, driver drowsiness detection system. When a driver doesn’t get proper rest, they fall asleep while driving and this leads to fatal accidents. This particular issue demands a solution in the form of a system that is capable of detecting drowsiness and to take necessary actions to avoid accidents. The detection is achieved with three main steps, it begins with face detection and facial feature detection using the famous Viola Jones algorithm followed by eye tracking. By the use of correlation coefficient template matching, the eyes are tracked. Whether the driver is awake or asleep is identified by matching the extracted eye image with the externally fed template (open eyes and closed eyes) based on eyes opening and eyes closing, blinking is recognized. If the driver falling asleep state remains above a specific time (the threshold time) the vehicles stops and an alarm is activated by the use of a specific microcontroller, in this prototype an Arduino is used.

Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB)

Author : Durai Pandian
Publisher : Springer
ISBN 13 : 3030006654
Total Pages : 1869 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB) by : Durai Pandian

Download or read book Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB) written by Durai Pandian and published by Springer. This book was released on 2019-01-01 with total page 1869 pages. Available in PDF, EPUB and Kindle. Book excerpt: These are the proceedings of the International Conference on ISMAC-CVB, held in Palladam, India, in May 2018. The book focuses on research to design new analysis paradigms and computational solutions for quantification of information provided by object recognition, scene understanding of computer vision and different algorithms like convolutional neural networks to allow computers to recognize and detect objects in images with unprecedented accuracy and to even understand the relationships between them. The proceedings treat the convergence of ISMAC in Computational Vision and Bioengineering technology and includes ideas and techniques like 3D sensing, human visual perception, scene understanding, human motion detection and analysis, visualization and graphical data presentation and a very wide range of sensor modalities in terms of surveillance, wearable applications, home automation etc. ISMAC-CVB is a forum for leading academic scientists, researchers and research scholars to exchange and share their experiences and research results about all aspects of computational vision and bioengineering.

Driver Drowsiness Detection

Author : Aleksandar Čolić
Publisher : Springer
ISBN 13 : 3319115359
Total Pages : 57 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Driver Drowsiness Detection by : Aleksandar Čolić

Download or read book Driver Drowsiness Detection written by Aleksandar Čolić and published by Springer. This book was released on 2014-09-27 with total page 57 pages. Available in PDF, EPUB and Kindle. Book excerpt: This SpringerBrief presents the fundamentals of driver drowsiness detection systems, provides examples of existing products, and offers guides for practitioners interested in developing their own solutions to the problem. Driver drowsiness causes approximately 7% of all road accidents and up to 18% of fatal collisions. Proactive systems that are capable of preventing the loss of lives combine techniques, methods, and algorithms from many fields of engineering and computer science such as sensor design, image processing, computer vision, mobile application development, and machine learning which is covered in this brief. The major concepts addressed in this brief are: the need for such systems, the different methods by which drowsiness can be detected (and the associated terminology), existing commercial solutions, selected algorithms and research directions, and a collection of examples and case studies. These topics equip the reader to understand this critical field and its applications. Detection Systems and Solutions: Driver Drowsiness is an invaluable resource for researchers and professionals working in intelligent vehicle systems and technologies. Advanced-level students studying computer science and electrical engineering will also find the content helpful.

Progress in Advanced Computing and Intelligent Engineering

Author : Chhabi Rani Panigrahi
Publisher : Springer Nature
ISBN 13 : 9811563535
Total Pages : 516 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Progress in Advanced Computing and Intelligent Engineering by : Chhabi Rani Panigrahi

Download or read book Progress in Advanced Computing and Intelligent Engineering written by Chhabi Rani Panigrahi and published by Springer Nature. This book was released on 2020-11-09 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features high-quality research papers presented at the 4th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2019), Department of Computer Science, Rama Devi Women’s University, Bhubaneswar, Odisha, India. It includes sections describing technical advances and contemporary research in the fields of advanced computing and intelligent engineering, which are based on the presented articles. Intended for postgraduate students and researchers working in the discipline of computer science and engineering, the book also appeals to researchers in the domain of electronics as it covers hardware technologies and future communication technologies.

Intelligent Information and Database Systems

Author : Ngoc Thanh Nguyen (Computer scientist)
Publisher :
ISBN 13 : 9783030148003
Total Pages : pages
Book Rating : 4.1/5 (48 download)

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Book Synopsis Intelligent Information and Database Systems by : Ngoc Thanh Nguyen (Computer scientist)

Download or read book Intelligent Information and Database Systems written by Ngoc Thanh Nguyen (Computer scientist) and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 11431 and 11432 constitutes the refereed proceedings of the 11th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2019, held in Yogyakarta, Indonesia, in April 2019. [...] The papers of the first volume are organized in the following topical sections: knowledge engineering and semantic web; text processing and information retrieval; machine learning and data mining; decision support and control systems; computer vision techniques; and databases and intelligent information systems. --

Drowsiness Detection for Car Assisted Driver System Using Image Processing Analysis-interfacing with Hardware

Author : Nice Quan Huong
Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.:/5 (953 download)

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Book Synopsis Drowsiness Detection for Car Assisted Driver System Using Image Processing Analysis-interfacing with Hardware by : Nice Quan Huong

Download or read book Drowsiness Detection for Car Assisted Driver System Using Image Processing Analysis-interfacing with Hardware written by Nice Quan Huong and published by . This book was released on 2010 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this study is to detect drowsiness in drivers to prevent accidents and to improve safety on the highways. A method for detecting drowsiness/sleepiness in drivers is developed by using a camera that point directly towards the driver's face and capture for the video. Once the video is captured, monitoring the face region and eyes in order to detect drowsy/fatigue. The system able to monitoring eyes and determines whether the eyes are in an open position or closed state. In such a case when drowsy is detected, a warning signal is issued to alert the driver. It can determine a time proportion of eye closure as the proportion of a time interval that the eye is in the closed position. If the driver's eyes are closed cumulatively more than a standard value, the system draws the conclusion that the driver is falling asleep, and then it will activate an alarm sound to alert the driver.

2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)

Author : IEEE Staff
Publisher :
ISBN 13 : 9781665417044
Total Pages : pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO) by : IEEE Staff

Download or read book 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO) written by IEEE Staff and published by . This book was released on 2021-09-03 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In this globally competitive environment scientific analysis of system under study is the key issues in attaining market leadership This competitive advantage through quality process, product and services in the market place is possible through the development of knowledge bases and easy access to structured databases on systems, processes and technology based on quantitative study Further due to ever emerging new trends of fashion and taste as well as technology, predicting future with certainty can be the daydream This theme is most appropriate in the current context as well as in the future The Conference will not only take stock of trends and developments at the globally competitive environment, but will also provide future directions to young researchers and practitioners

Drowsiness Detection for Car Assisted Driver System Using Image Processing Analysis

Author : Ani Syazana Jasni
Publisher :
ISBN 13 :
Total Pages : 46 pages
Book Rating : 4.:/5 (953 download)

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Book Synopsis Drowsiness Detection for Car Assisted Driver System Using Image Processing Analysis by : Ani Syazana Jasni

Download or read book Drowsiness Detection for Car Assisted Driver System Using Image Processing Analysis written by Ani Syazana Jasni and published by . This book was released on 2010 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: The current technology in digital computer system allows researchers around the world to study the fatigue behavior. Although the current technology of drowsiness detector has been created, it is lack of efficient since the detection is used ordinary sensor. This project is to develop a driver drowsiness detection system by using histogram analysis. It is known that a driver is under drowsiness influences by looking at the eyelid. Based on the previous research, there is none used histogram for analysis. The result can be not accurate because histogram analysis analyzed the whole image. Therefore, if the analysis area is not specified, the result will be not accurate and efficient. The retina movement shows the fatigue level of the driver. For example, if the driver's eyes are closed about more than 5 seconds in the last 60 seconds, the driver considered as drowsiness. Based on the fact that driver's eye movement can be used to recognize the level of drowsiness, a sensor can be developing by using image processing analysis in MATLAB. The image processing analysis that will be used is histogram analysis. This system will be developing only on software part.

Human-Computer Interaction

Author : Michael Lew
Publisher : Springer
ISBN 13 : 9783540757726
Total Pages : 157 pages
Book Rating : 4.7/5 (577 download)

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Book Synopsis Human-Computer Interaction by : Michael Lew

Download or read book Human-Computer Interaction written by Michael Lew and published by Springer. This book was released on 2007-10-08 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Workshop on Human Computer Interaction, HCI 2007. Coverage in the 16 revised full papers presented includes affective detection and recognition, human motion tracking, multimedia data modeling and visualization, HCI issues in image/video retrieval, learning in HCI, input and interaction techniques, perceptual user interfaces, wearable and pervasive technologies in HCI and intelligent virtual environments.

Computer Networks and Inventive Communication Technologies

Author : S. Smys
Publisher : Springer Nature
ISBN 13 : 9811596476
Total Pages : 1212 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Computer Networks and Inventive Communication Technologies by : S. Smys

Download or read book Computer Networks and Inventive Communication Technologies written by S. Smys and published by Springer Nature. This book was released on 2021-06-02 with total page 1212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of peer-reviewed best selected research papers presented at 3rd International Conference on Computer Networks and Inventive Communication Technologies (ICCNCT 2020). The book covers new results in theory, methodology, and applications of computer networks and data communications. It includes original papers on computer networks, network protocols and wireless networks, data communication technologies, and network security. The proceedings of this conference is a valuable resource, dealing with both the important core and the specialized issues in the areas of next generation wireless network design, control, and management, as well as in the areas of protection, assurance, and trust in information security practice. It is a reference for researchers, instructors, students, scientists, engineers, managers, and industry practitioners for advance work in the area.

Soft Computing: Theories and Applications

Author : Tarun K. Sharma
Publisher : Springer
ISBN 13 : 9789811617393
Total Pages : 0 pages
Book Rating : 4.6/5 (173 download)

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Book Synopsis Soft Computing: Theories and Applications by : Tarun K. Sharma

Download or read book Soft Computing: Theories and Applications written by Tarun K. Sharma and published by Springer. This book was released on 2021-07-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2020), organized online. The book is divided into two volumes and offers valuable insights into soft computing for teachers and researchers alike; the book will inspire further research in this dynamic field.

Handbook of Research on Computer Vision and Image Processing in the Deep Learning Era

Author : Srinivasan, A.
Publisher : IGI Global
ISBN 13 : 1799888940
Total Pages : 467 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Computer Vision and Image Processing in the Deep Learning Era by : Srinivasan, A.

Download or read book Handbook of Research on Computer Vision and Image Processing in the Deep Learning Era written by Srinivasan, A. and published by IGI Global. This book was released on 2022-10-21 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent decades, there has been an increasing interest in using machine learning and, in the last few years, deep learning methods combined with other vision and image processing techniques to create systems that solve vision problems in different fields. There is a need for academicians, developers, and industry-related researchers to present, share, and explore traditional and new areas of computer vision, machine learning, deep learning, and their combinations to solve problems. The Handbook of Research on Computer Vision and Image Processing in the Deep Learning Era is designed to serve researchers and developers by sharing original, innovative, and state-of-the-art algorithms and architectures for applications in the areas of computer vision, image processing, biometrics, virtual and augmented reality, and more. It integrates the knowledge of the growing international community of researchers working on the application of machine learning and deep learning methods in vision and robotics. Covering topics such as brain tumor detection, heart disease prediction, and medical image detection, this premier reference source is an exceptional resource for medical professionals, faculty and students of higher education, business leaders and managers, librarians, government officials, researchers, and academicians.

Driver Drowsiness Detection System Based on Image Processing

Author : Salimah Hamma
Publisher :
ISBN 13 :
Total Pages : 87 pages
Book Rating : 4.:/5 (12 download)

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Book Synopsis Driver Drowsiness Detection System Based on Image Processing by : Salimah Hamma

Download or read book Driver Drowsiness Detection System Based on Image Processing written by Salimah Hamma and published by . This book was released on 2017 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Automated Alert System for Drowsiness Detection Using Image Mining Techniques

Author : Stephen Raj S
Publisher :
ISBN 13 : 9783204073537
Total Pages : 0 pages
Book Rating : 4.0/5 (735 download)

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Book Synopsis Automated Alert System for Drowsiness Detection Using Image Mining Techniques by : Stephen Raj S

Download or read book Automated Alert System for Drowsiness Detection Using Image Mining Techniques written by Stephen Raj S and published by . This book was released on 2022-12-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Image mining is one of the growing field in all research domain. Various research work is done in the research data. Image mining study is used to analyzing and detecting the image data. Image mining is larger than an expansion of image domain. The various branches of image mining are computer-vision, image-mining, image-acquisition, imageretrieval, data-mining, machine-learning, database and artificial-intelligence. Image mining techniques main key areas are image information extractions, substance base image recovery, capture recovery, video chain study, adjust detection, reproduction knowledge and object detection. Image stored in numeric database and relational database. Primary storage space capacity data is needs low storage space. Further image information is being gathered with Standard statistics. There is extremely considerable knowledge of Image\picture information that might be learn a new and understanding knowledge of images.. Image is pre-process image data within a figure of function of image mining. Picture information is using in our everyday life like C-T image sets, Cardio-gram image sets, MRI image sets, Mammogram image sets, X-ray image sets and Ultrasound Image sets etc. These images occupy a large numbers of information is stored in various place. Image mining might find out this image or object information's along with pattern of images. Image mining is classified into double major guidelines image area.

Evolution in Computational Intelligence

Author : Vikrant Bhateja
Publisher : Springer Nature
ISBN 13 : 9811557888
Total Pages : 780 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Evolution in Computational Intelligence by : Vikrant Bhateja

Download or read book Evolution in Computational Intelligence written by Vikrant Bhateja and published by Springer Nature. This book was released on 2020-09-08 with total page 780 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of 8th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2020), which aims to bring together researchers, scientists, engineers and practitioners to share new ideas and experiences in the domain of intelligent computing theories with prospective applications to various engineering disciplines. The book is divided into two volumes: Evolution in Computational Intelligence (Volume 1) and Intelligent Data Engineering and Analytics (Volume 2). Covering a broad range of topics in computational intelligence, the book features papers on theoretical as well as practical aspects of areas such as ANN and genetic algorithms, computer interaction, intelligent control optimization, evolutionary computing, intelligent e-learning systems, machine learning, mobile computing, and multi-agent systems. As such, it is a valuable reference resource for postgraduate students in various engineering disciplines.

Examining Fractal Image Processing and Analysis

Author : Nayak, Soumya Ranjan
Publisher : IGI Global
ISBN 13 : 1799800687
Total Pages : 305 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Examining Fractal Image Processing and Analysis by : Nayak, Soumya Ranjan

Download or read book Examining Fractal Image Processing and Analysis written by Nayak, Soumya Ranjan and published by IGI Global. This book was released on 2019-10-18 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital image processing is a field that is constantly improving. Gaining high-level understanding from digital images is a key requirement for computing. One aspect of study that is assisting with this advancement is fractal theory. This new science has gained momentum and popularity as it has become a key topic of research in the area of image analysis. Examining Fractal Image Processing and Analysis is an essential reference source that discusses fractal theory applications and analysis, including box-counting analysis, multi-fractal analysis, 3D fractal analysis, and chaos theory, as well as recent trends in other soft computing techniques. Featuring research on topics such as image compression, pattern matching, and artificial neural networks, this book is ideally designed for system engineers, computer engineers, professionals, academicians, researchers, and students seeking coverage on problem-oriented processing techniques and imaging technologies.

Advances in Distributed Computing and Machine Learning

Author : Asis Kumar Tripathy
Publisher : Springer Nature
ISBN 13 : 981154218X
Total Pages : 525 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Distributed Computing and Machine Learning by : Asis Kumar Tripathy

Download or read book Advances in Distributed Computing and Machine Learning written by Asis Kumar Tripathy and published by Springer Nature. This book was released on 2020-06-11 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent advances in the field of distributed computing and machine learning, along with cutting-edge research in the field of Internet of Things (IoT) and blockchain in distributed environments. It features selected high-quality research papers from the First International Conference on Advances in Distributed Computing and Machine Learning (ICADCML 2020), organized by the School of Information Technology and Engineering, VIT, Vellore, India, and held on 30–31 January 2020.