Drowsiness Detection Using Image Processing

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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.

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.

Driver Drowsiness Detection

Author : Aleksandar Čolić
Publisher : Springer
ISBN 13 : 3319115359
Total Pages : 50 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 50 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.

Human-Computer Interaction

Author : Michael Lew
Publisher : Springer
ISBN 13 : 3540757732
Total Pages : 157 pages
Book Rating : 4.5/5 (47 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 2007-11-04 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.

6th International Conference on the Development of Biomedical Engineering in Vietnam (BME6)

Author : Toi Vo Van
Publisher : Springer
ISBN 13 : 9811043612
Total Pages : 945 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis 6th International Conference on the Development of Biomedical Engineering in Vietnam (BME6) by : Toi Vo Van

Download or read book 6th International Conference on the Development of Biomedical Engineering in Vietnam (BME6) written by Toi Vo Van and published by Springer. This book was released on 2017-09-21 with total page 945 pages. Available in PDF, EPUB and Kindle. Book excerpt: Under the motto “Healthcare Technology for Developing Countries” this book publishes many topics which are crucial for the health care systems in upcoming countries. The topics include Cyber Medical Systems Medical Instrumentation Nanomedicine and Drug Delivery Systems Public Health Entrepreneurship This proceedings volume offers the scientific results of the 6th International Conference on the Development of Biomedical Engineering in Vietnam, held in June 2016 at Ho Chi Minh City.

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. --

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.

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 Computational Intelligence

Author : Ignacio Rojas
Publisher : Springer
ISBN 13 : 3030205185
Total Pages : 926 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Advances in Computational Intelligence by : Ignacio Rojas

Download or read book Advances in Computational Intelligence written by Ignacio Rojas and published by Springer. This book was released on 2019-06-05 with total page 926 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control, and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.

Commercial Motor Vehicle Driver Fatigue, Long-Term Health, and Highway Safety

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309392527
Total Pages : 273 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Commercial Motor Vehicle Driver Fatigue, Long-Term Health, and Highway Safety by : National Academies of Sciences, Engineering, and Medicine

Download or read book Commercial Motor Vehicle Driver Fatigue, Long-Term Health, and Highway Safety written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2016-09-12 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are approximately 4,000 fatalities in crashes involving trucks and buses in the United States each year. Though estimates are wide-ranging, possibly 10 to 20 percent of these crashes might have involved fatigued drivers. The stresses associated with their particular jobs (irregular schedules, etc.) and the lifestyle that many truck and bus drivers lead, puts them at substantial risk for insufficient sleep and for developing short- and long-term health problems. Commercial Motor Vehicle Driver Fatigue, Long-Term Health and Highway Safety assesses the state of knowledge about the relationship of such factors as hours of driving, hours on duty, and periods of rest to the fatigue experienced by truck and bus drivers while driving and the implications for the safe operation of their vehicles. This report evaluates the relationship of these factors to drivers' health over the longer term, and identifies improvements in data and research methods that can lead to better understanding in both areas.

New Trends in Neural Computation

Author : José Mira
Publisher : Springer Science & Business Media
ISBN 13 : 9783540567981
Total Pages : 772 pages
Book Rating : 4.5/5 (679 download)

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Book Synopsis New Trends in Neural Computation by : José Mira

Download or read book New Trends in Neural Computation written by José Mira and published by Springer Science & Business Media. This book was released on 1993-05-27 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural computation arises from the capacity of nervous tissue to process information and accumulate knowledge in an intelligent manner. Conventional computational machines have encountered enormous difficulties in duplicatingsuch functionalities. This has given rise to the development of Artificial Neural Networks where computation is distributed over a great number of local processing elements with a high degree of connectivityand in which external programming is replaced with supervised and unsupervised learning. The papers presented in this volume are carefully reviewed versions of the talks delivered at the International Workshop on Artificial Neural Networks (IWANN '93) organized by the Universities of Catalonia and the Spanish Open University at Madrid and held at Barcelona, Spain, in June 1993. The 111 papers are organized in seven sections: biological perspectives, mathematical models, learning, self-organizing networks, neural software, hardware implementation, and applications (in five subsections: signal processing and pattern recognition, communications, artificial vision, control and robotics, and other applications).

Smart Computing Techniques and Applications

Author : Suresh Chandra Satapathy
Publisher : Springer Nature
ISBN 13 : 9811615020
Total Pages : 801 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Smart Computing Techniques and Applications by : Suresh Chandra Satapathy

Download or read book Smart Computing Techniques and Applications written by Suresh Chandra Satapathy and published by Springer Nature. This book was released on 2021-07-13 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected papers presented at the 4th International Conference on Smart Computing and Informatics (SCI 2020), held at the Department of Computer Science and Engineering, Vasavi College of Engineering (Autonomous), Hyderabad, Telangana, India. It presents advanced and multi-disciplinary research towards the design of smart computing and informatics. The theme is on a broader front which focuses on various innovation paradigms in system knowledge, intelligence and sustainability that may be applied to provide realistic solutions to varied problems in society, environment and industries. The scope is also extended towards the deployment of emerging computational and knowledge transfer approaches, optimizing solutions in various disciplines of science, technology and health care.

Advancing the Investigation and Treatment of Sleep Disorders Using AI

Author : Kumar, M. Rajesh
Publisher : IGI Global
ISBN 13 : 1799880192
Total Pages : 290 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Advancing the Investigation and Treatment of Sleep Disorders Using AI by : Kumar, M. Rajesh

Download or read book Advancing the Investigation and Treatment of Sleep Disorders Using AI written by Kumar, M. Rajesh and published by IGI Global. This book was released on 2021-06-25 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are more than 80 different sleep disorders including insomnia, sleep apnea, restless leg syndrome, hypersomnia, circadian rhythm disorders, and parasomnia. Good sleep is necessary for optimal health and can affect hormone levels and weight. The use of artificial intelligence (AI) and biomedical signals and images can help in healthcare diagnostics that are related to these and other sleep disorders. Advancing the Investigation and Treatment of Sleep Disorders Using AI presents an overview of sleep disorders based on machine intelligence methods in order to learn and explore the latest advancements, developments, methods, systems, futuristic approaches, and algorithms towards sleep disorders and to address their challenges. This book also discusses recent and future advancements in various feature extraction techniques and machine learning methods. Covering topics such as biomedical signal processing, augmented reality for clinical investigation, and sleep disorder detection, this book is essential for sleep medicine practitioners, clinical psychologists, psychiatrists, medical technologists, doctors, IT specialists, biomedical engineers, researchers, graduate students, and academicians.