Road User Detection And Analysis In Traffic Surveillance Videos

Download Road User Detection And Analysis In Traffic Surveillance Videos full books in PDF, epub, and Kindle. Read online Road User Detection And Analysis In Traffic Surveillance Videos ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Video Based Machine Learning for Traffic Intersections

Author : Tania Banerjee
Publisher : CRC Press
ISBN 13 : 1000969703
Total Pages : 194 pages
Book Rating : 4.0/5 (9 download)

DOWNLOAD NOW!

Book Synopsis Video Based Machine Learning for Traffic Intersections by : Tania Banerjee

Download or read book Video Based Machine Learning for Traffic Intersections written by Tania Banerjee and published by CRC Press. This book was released on 2023-10-17 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Video Based Machine Learning for Traffic Intersections describes the development of computer vision and machine learning-based applications for Intelligent Transportation Systems (ITS) and the challenges encountered during their deployment. This book presents several novel approaches, including a two-stream convolutional network architecture for vehicle detection, tracking, and near-miss detection; an unsupervised approach to detect near-misses in fisheye intersection videos using a deep learning model combined with a camera calibration and spline-based mapping method; and algorithms that utilize video analysis and signal timing data to accurately detect and categorize events based on the phase and type of conflict in pedestrian-vehicle and vehicle-vehicle interactions. The book makes use of a real-time trajectory prediction approach, combined with aligned Google Maps information, to estimate vehicle travel time across multiple intersections. Novel visualization software, designed by the authors to serve traffic practitioners, is used to analyze the efficiency and safety of intersections. The software offers two modes: a streaming mode and a historical mode, both of which are useful to traffic engineers who need to quickly analyze trajectories to better understand traffic behavior at an intersection. Overall, this book presents a comprehensive overview of the application of computer vision and machine learning to solve transportation-related problems. Video Based Machine Learning for Traffic Intersections demonstrates how these techniques can be used to improve safety, efficiency, and traffic flow, as well as identify potential conflicts and issues before they occur. The range of novel approaches and techniques presented offers a glimpse of the exciting possibilities that lie ahead for ITS research and development. Key Features: Describes the development and challenges associated with Intelligent Transportation Systems (ITS) Provides novel visualization software designed to serve traffic practitioners in analyzing the efficiency and safety of an intersection Has the potential to proactively identify potential conflict situations and develop an early warning system for real-time vehicle-vehicle and pedestrian-vehicle conflicts

Road Use Estimator Systems for Low Volume Roads

Author : Fred Cammack
Publisher :
ISBN 13 :
Total Pages : 68 pages
Book Rating : 4.:/5 (1 download)

DOWNLOAD NOW!

Book Synopsis Road Use Estimator Systems for Low Volume Roads by : Fred Cammack

Download or read book Road Use Estimator Systems for Low Volume Roads written by Fred Cammack and published by . This book was released on 1994 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020)

Author : Ajith Abraham
Publisher : Springer Nature
ISBN 13 : 303073689X
Total Pages : 1061 pages
Book Rating : 4.0/5 (37 download)

DOWNLOAD NOW!

Book Synopsis Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020) by : Ajith Abraham

Download or read book Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020) written by Ajith Abraham and published by Springer Nature. This book was released on 2021-04-15 with total page 1061 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the recent research on soft computing and pattern recognition and their various practical applications. It presents 62 selected papers from the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020) and 35 papers from the 16th International Conference on Information Assurance and Security (IAS 2020), which was held online, from December 15 to 18, 2020. A premier conference in the field of artificial intelligence, SoCPaR-IAS 2020 brought together researchers, engineers and practitioners whose work involves intelligent systems, network security and their applications in industry. Including contributions by authors from 40 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.

Advances in Visual Computing

Author : George Bebis
Publisher : Springer
ISBN 13 : 3319278576
Total Pages : 942 pages
Book Rating : 4.3/5 (192 download)

DOWNLOAD NOW!

Book Synopsis Advances in Visual Computing by : George Bebis

Download or read book Advances in Visual Computing written by George Bebis and published by Springer. This book was released on 2015-12-17 with total page 942 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 9474 and LNCS 9475 constitutes the refereed proceedings of the 11th International Symposium on Visual Computing, ISVC 2015, held in Las Vegas, NV, USA in December 2015. The 115 revised full papers and 35 poster papers presented in this book were carefully reviewed and selected from 260 submissions. The papers are organized in topical sections: Part I (LNCS 9474) comprises computational bioimaging; computer graphics; motion and tracking; segmentation; recognition; visualization; mapping; modeling and surface reconstruction; advancing autonomy for aerial robotics; medical imaging; virtual reality; observing humans; spectral imaging and processing; intelligent transportation systems; visual perception and robotic systems. Part II (LNCS 9475): applications; 3D computer vision; computer graphics; segmentation; biometrics; pattern recognition; recognition; and virtual reality.

Image Analysis and Recognition

Author : Aurélio Campilho
Publisher : Springer Nature
ISBN 13 : 303050347X
Total Pages : 449 pages
Book Rating : 4.0/5 (35 download)

DOWNLOAD NOW!

Book Synopsis Image Analysis and Recognition by : Aurélio Campilho

Download or read book Image Analysis and Recognition written by Aurélio Campilho and published by Springer Nature. This book was released on 2020-06-18 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 12131 and LNCS 12132 constitutes the refereed proceedings of the 17th International Conference on Image Analysis and Recognition, ICIAR 2020, held in Póvoa de Varzim, Portugal, in June 2020. The 54 full papers presented together with 15 short papers were carefully reviewed and selected from 123 submissions. The papers are organized in the following topical sections: image processing and analysis; video analysis; computer vision; 3D computer vision; machine learning; medical image and analysis; analysis of histopathology images; diagnosis and screening of ophthalmic diseases; and grand challenge on automatic lung cancer patient management. Due to the corona pandemic, ICIAR 2020 was held virtually only.

Artificial Intelligence, Blockchain, Computing and Security Volume 2

Author : Arvind Dagur
Publisher : CRC Press
ISBN 13 : 1003845835
Total Pages : 795 pages
Book Rating : 4.0/5 (38 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence, Blockchain, Computing and Security Volume 2 by : Arvind Dagur

Download or read book Artificial Intelligence, Blockchain, Computing and Security Volume 2 written by Arvind Dagur and published by CRC Press. This book was released on 2023-12-01 with total page 795 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the conference proceedings of ICABCS 2023, a non-profit conference with the objective to provide a platform that allows academicians, researchers, scholars and students from various institutions, universities and industries in India and abroad to exchange their research and innovative ideas in the field of Artificial Intelligence, Blockchain, Computing and Security. It explores the recent advancement in field of Artificial Intelligence, Blockchain, Communication and Security in this digital era for novice to profound knowledge about cutting edges in artificial intelligence, financial, secure transaction, monitoring, real time assistance and security for advanced stage learners/ researchers/ academicians. The key features of this book are: Broad knowledge and research trends in artificial intelligence and blockchain with security and their role in smart living assistance Depiction of system model and architecture for clear picture of AI in real life Discussion on the role of Artificial Intelligence and Blockchain in various real-life problems across sectors including banking, healthcare, navigation, communication, security Explanation of the challenges and opportunities in AI and Blockchain based healthcare, education, banking, and related industries This book will be of great interest to researchers, academicians, undergraduate students, postgraduate students, research scholars, industry professionals, technologists, and entrepreneurs.

Intelligent Image and Video Analytics

Author : El-Sayed M. El-Alfy
Publisher : CRC Press
ISBN 13 : 1000851907
Total Pages : 361 pages
Book Rating : 4.0/5 (8 download)

DOWNLOAD NOW!

Book Synopsis Intelligent Image and Video Analytics by : El-Sayed M. El-Alfy

Download or read book Intelligent Image and Video Analytics written by El-Sayed M. El-Alfy and published by CRC Press. This book was released on 2023-04-12 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Video has rich information including meta-data, visual, audio, spatial and temporal data which can be analysed to extract a variety of low and high-level features to build predictive computational models using machine-learning algorithms to discover interesting patterns, concepts, relations, and associations. This book includes a review of essential topics and discussion of emerging methods and potential applications of video data mining and analytics. It integrates areas like intelligent systems, data mining and knowledge discovery, big data analytics, machine learning, neural network, and deep learning with focus on multimodality video analytics and recent advances in research/applications. Features: Provides up-to-date coverage of the state-of-the-art techniques in intelligent video analytics. Explores important applications that require techniques from both artificial intelligence and computer vision. Describes multimodality video analytics for different applications. Examines issues related to multimodality data fusion and highlights research challenges. Integrates various techniques from video processing, data mining and machine learning which has many emerging indoors and outdoors applications of smart cameras in smart environments, smart homes, and smart cities. This book aims at researchers, professionals and graduate students in image processing, video analytics, computer science and engineering, signal processing, machine learning, and electrical engineering.

Computer Vision and Imaging in Intelligent Transportation Systems

Author : Robert P. Loce
Publisher : John Wiley & Sons
ISBN 13 : 1118971655
Total Pages : 657 pages
Book Rating : 4.1/5 (189 download)

DOWNLOAD NOW!

Book Synopsis Computer Vision and Imaging in Intelligent Transportation Systems by : Robert P. Loce

Download or read book Computer Vision and Imaging in Intelligent Transportation Systems written by Robert P. Loce and published by John Wiley & Sons. This book was released on 2017-03-20 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: Acts as single source reference providing readers with an overview of how computer vision can contribute to the different applications in the field of road transportation This book presents a survey of computer vision techniques related to three key broad problems in the roadway transportation domain: safety, efficiency, and law enforcement. The individual chapters present significant applications within those problem domains, each presented in a tutorial manner, describing the motivation for and benefits of the application, and a description of the state of the art. Key features: Surveys the applications of computer vision techniques to road transportation system for the purposes of improving safety and efficiency and to assist law enforcement. Offers a timely discussion as computer vision is reaching a point of being useful in the field of transportation systems. Available as an enhanced eBook with video demonstrations to further explain the concepts discussed in the book, as well as links to publically available software and data sets for testing and algorithm development. The book will benefit the many researchers, engineers and practitioners of computer vision, digital imaging, automotive and civil engineering working in intelligent transportation systems. Given the breadth of topics covered, the text will present the reader with new and yet unconceived possibilities for application within their communities.

Drone and Satellite Surveillance: Technologies, Tracking, and Observation

Author : Charles Nehme
Publisher : Charles Nehme
ISBN 13 :
Total Pages : 103 pages
Book Rating : 4./5 ( download)

DOWNLOAD NOW!

Book Synopsis Drone and Satellite Surveillance: Technologies, Tracking, and Observation by : Charles Nehme

Download or read book Drone and Satellite Surveillance: Technologies, Tracking, and Observation written by Charles Nehme and published by Charles Nehme. This book was released on with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an increasingly interconnected world, the ability to observe and monitor our environment has evolved dramatically. The emergence of drone and satellite technology has transformed surveillance from a cumbersome, often invasive process into a sophisticated, efficient system capable of gathering data with unprecedented accuracy and reach. As these technologies continue to advance, they offer new opportunities for applications across various fields, from national security and law enforcement to environmental monitoring and disaster response. Drones, equipped with high-resolution cameras, thermal imaging, and various sensors, can navigate complex terrains and capture real-time data from above. Satellites, orbiting the Earth at high altitudes, provide a broader perspective, capable of monitoring vast areas simultaneously. Together, they form a powerful synergy, enabling a level of surveillance that was once the realm of science fiction. However, this technological revolution comes with significant implications. While drones and satellites enhance our ability to monitor and respond to threats, they also raise critical ethical questions regarding privacy and individual rights. The capacity to track, listen to, and observe individuals without their consent challenges traditional notions of privacy and raises concerns about the potential for abuse. This book aims to delve into the intricate world of drone and satellite surveillance, examining the technologies involved and the methodologies that enable these systems to track, listen, and observe. Each chapter will explore different facets of surveillance technology, from the evolution of drones and satellites to the tracking and listening techniques employed, providing a comprehensive understanding of how these systems operate. Moreover, we will address the ethical and legal implications that arise from the use of such technologies. As society grapples with the balance between security and privacy, it is crucial to engage in thoughtful discussions about the responsible use of surveillance technology and the frameworks that govern it. As we embark on this exploration of drone and satellite surveillance, we invite you to consider the profound impact these technologies have on our lives, our safety, and our understanding of privacy in the digital age. Together, we will navigate this complex landscape, examining not only the capabilities of these tools but also the responsibilities that come with them.

Machine Learning Techniques for Smart City Applications: Trends and Solutions

Author : D. Jude Hemanth
Publisher : Springer Nature
ISBN 13 : 303108859X
Total Pages : 227 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!

Book Synopsis Machine Learning Techniques for Smart City Applications: Trends and Solutions by : D. Jude Hemanth

Download or read book Machine Learning Techniques for Smart City Applications: Trends and Solutions written by D. Jude Hemanth and published by Springer Nature. This book was released on 2022-09-19 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the application of different machine learning techniques to the sub-concepts of smart cities such as smart energy, transportation, waste management, health, infrastructure, etc. The focus of this book is to come up with innovative solutions in the above-mentioned issues with the purpose of alleviating the pressing needs of human society. This book includes content with practical examples which are easy to understand for readers. It also covers a multi-disciplinary field and, consequently, it benefits a wide readership including academics, researchers, and practitioners.

Road Traffic Analysis, Theoretical Approaches and Practical Solutions

Author : Elżbieta Macioszek
Publisher : Springer Nature
ISBN 13 : 3031514491
Total Pages : 135 pages
Book Rating : 4.0/5 (315 download)

DOWNLOAD NOW!

Book Synopsis Road Traffic Analysis, Theoretical Approaches and Practical Solutions by : Elżbieta Macioszek

Download or read book Road Traffic Analysis, Theoretical Approaches and Practical Solutions written by Elżbieta Macioszek and published by Springer Nature. This book was released on 2024-02-11 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents many valuable tips for making decisions related to road traffic in transport networks. The knowledge base in practical examples, as well as the decision support systems described in this volume, finds interest among people who face the daily challenge of searching for advanced solutions and practical applications in road traffic engineering. The publication is therefore addressed to local authorities related to the planning and development of development strategies for selected areas with regard to transport (both in the urban and regional dimension) and to representatives of business and industry, as people directly involved in the implementation of traffic engineering solutions. The tips contained in individual sections of the publication allow to look at a given problem in an advanced way and facilitate the selection of the appropriate strategy (among others, in relation to the heuristic approach to assessing the performance efficiency of road intersections in urban environments from the resilience perspective, modeling the distribution of transport pollutants in a naturally ventilated road tunnel, development of a camera-based parking monitoring system with an automatic parking spot identification). In turn, due to a new approach to theoretical models (including, inter alia, problems with the safety of passengers at tram stops or energy-efficient radio platforms for the implementation of nodes of sensor networks), the publication also interests scientists and researchers carrying out research in this area. The publication entitled "Road Traffic Analysis, Theoretical Approaches and Practical Solutions" contains selected papers submitted to and presented at the 19th “Transport Systems. Theory and Practice” Scientific and Technical Conference organized by the Department of Transport Systems, Traffic Engineering and Logistics at the Faculty of Transport and Aviation Engineering at the Silesian University of Technology. The conference took place on September 18–19, 2023, in Katowice (Poland).

Intelligent Environments

Author : Dorothy Monekosso
Publisher : Springer Science & Business Media
ISBN 13 : 1848003463
Total Pages : 217 pages
Book Rating : 4.8/5 (48 download)

DOWNLOAD NOW!

Book Synopsis Intelligent Environments by : Dorothy Monekosso

Download or read book Intelligent Environments written by Dorothy Monekosso and published by Springer Science & Business Media. This book was released on 2008-09-18 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Relatively new research ?elds such as ambient intelligence, intelligent envir- ments, ubiquitous computing, and wearable devices have emerged in recent years. These ?elds are related by a common theme: making use of novel technologies to enhance user experience by providing user-centric intelligent environments, - moving computers from the desktop and making computing available anywhere and anytime. It must be said that the concept of intelligent environments is not new and beganwithhomeautomation. Thechoiceofnameforthe?eldvariessomewhatfrom continent to continent in the English-speaking world. In general intelligent space is synonymous to intelligent environments or smart spaces of which smart homes is a sub?eld. In this collection, the terms intelligent environments and ambient int- ligence are used interchangeably throughout. Such environments are made possible by permeating living spaces with intelligent technology that enhances quality of life. In particular, advances in technologies such as miniaturized sensors, advances in communication and networking technology including high-bandwidth wireless devices and the reduction in power consumption have made possible the concept of intelligent environments. Environments such as a home, an of?ce, a shopping mall, and a travel port utilize data provided by users to adapt the environment to meet the user’s needs and improve human-machine interactions. The user information is gathered either via wearable devices or by pervasive sensors or a combination of both. Intelligent environments brings together a number of research ?elds from computer science, such as arti?cial intelligence, computer vision, machine learning, and robotics as well as engineering and architecture.

Computer Vision Systems

Author : Mario Fritz
Publisher : Springer Science & Business Media
ISBN 13 : 3642046665
Total Pages : 468 pages
Book Rating : 4.6/5 (42 download)

DOWNLOAD NOW!

Book Synopsis Computer Vision Systems by : Mario Fritz

Download or read book Computer Vision Systems written by Mario Fritz and published by Springer Science & Business Media. This book was released on 2009-09-29 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on Computer Vision Systems, ICVS 2009, held in Liege, Belgium, October 13-15, 2009. The 21 papers for oral presentation presented together with 24 poster presentations and 2 invited papers were carefully reviewed and selected from 96 submissions. The papers are organized in topical sections on human-machine-interaction, sensors, features and representations, stereo, 3D and optical flow, calibration and registration, mobile and autonomous systems, evaluation, studies and applications, learning, recognition and adaption.

Mobile and Wireless Communications with Practical Use-Case Scenarios

Author : Ramona Trestian
Publisher : CRC Press
ISBN 13 : 1000804054
Total Pages : 346 pages
Book Rating : 4.0/5 (8 download)

DOWNLOAD NOW!

Book Synopsis Mobile and Wireless Communications with Practical Use-Case Scenarios by : Ramona Trestian

Download or read book Mobile and Wireless Communications with Practical Use-Case Scenarios written by Ramona Trestian and published by CRC Press. This book was released on 2022-12-22 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: The growing popularity of advanced multimedia-rich applications along with the increasing affordability of high-end smart mobile devices has led to a massive growth in mobile data traffic that puts significant pressure on the underlying network technology. However, no single network technology will be equipped to deal with this explosion of mobile data traffic. While wireless technologies had a spectacular evolution over the past years, the present trend is to adopt a global heterogeneous network of shared standards that enables the provisioning of quality of service and quality of experience to the end-user. To this end, enabling technologies like machine learning, Internet of Things and digital twins are seen as promising solutions for next generation networks that will enable an intelligent adaptive interconnected environment with support for prediction and decision making so that the heterogeneous applications and users' requirements can be highly satisfied. The aim of this textbook is to provide the readers with a comprehensive technical foundation of the mobile communication systems and wireless network design, and operations and applications of various radio access technologies. Additionally, it also introduces the reader to the latest advancements in technologies in terms of Internet of Things ecosystems, machine learning and digital twins for IoT-enabled intelligent environments. Furthermore, this textbook also includes practical use-case scenarios using Altair WinProp Software as well as Python, TensorFlow and Jupyter as support for practice-based laboratory sessions.

Proceedings of the International Conference on Mathematical Sciences and Statistics 2022 (ICMSS 2022)

Author : Nadihah Wahi
Publisher : Springer Nature
ISBN 13 : 9464630140
Total Pages : 510 pages
Book Rating : 4.4/5 (646 download)

DOWNLOAD NOW!

Book Synopsis Proceedings of the International Conference on Mathematical Sciences and Statistics 2022 (ICMSS 2022) by : Nadihah Wahi

Download or read book Proceedings of the International Conference on Mathematical Sciences and Statistics 2022 (ICMSS 2022) written by Nadihah Wahi and published by Springer Nature. This book was released on 2023-02-10 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. The ICMSS2022 is an international conference jointly organised by the Department of Mathematics and Statistics, Faculty of Science, Universiti Putra Malaysia together with the Banasthali University, Jaipur, India. This international conference aims to give exposure and to bring together academicians, researchers and industry experts for intellectual growth. The ICMSS2022 serves as a platform for the scientific community members to exchange ideas and approaches, to present research findings, and to discuss current issues and topics related to mathematics, statistics as well as their applications. Objectives: to present the most recent discoveries in mathematics and statistics. to serve as a platform for knowledge and information sharing between experts from industries and academia. to identify and create potential collaboration among participants. The organising committee of ICMSS2022 welcomes all delegates to deliberate over various aspects related to the conference themes and sub-themes.

Software Technology And Engineering - Proceedings Of The International Conference On Icste 2009

Author : Venkatesh Mahadevan
Publisher : World Scientific
ISBN 13 : 9814466212
Total Pages : 415 pages
Book Rating : 4.8/5 (144 download)

DOWNLOAD NOW!

Book Synopsis Software Technology And Engineering - Proceedings Of The International Conference On Icste 2009 by : Venkatesh Mahadevan

Download or read book Software Technology And Engineering - Proceedings Of The International Conference On Icste 2009 written by Venkatesh Mahadevan and published by World Scientific. This book was released on 2009-07-16 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2009 International Conference on Software Technology and Engineering (ICSTE 2009) will be held in Chennai, India during July 24-26, 2009. The objective of the ICSTE 2009 is to provide a platform for researchers, engineers, academicians as well as industrial professionals from all over the world to present their research results and development activities in Software Technology and Engineering. This conference provides opportunities for the delegates to exchange new ideas and application experiences, to establish business or research relations and to find global partners for future collaboration. Submitted conference papers will be reviewed by technical committees of the conference.

Automation Equipment and Systems

Author : Wen Zhe Chen
Publisher : Trans Tech Publications Ltd
ISBN 13 : 3038138029
Total Pages : 3186 pages
Book Rating : 4.0/5 (381 download)

DOWNLOAD NOW!

Book Synopsis Automation Equipment and Systems by : Wen Zhe Chen

Download or read book Automation Equipment and Systems written by Wen Zhe Chen and published by Trans Tech Publications Ltd. This book was released on 2012-02-27 with total page 3186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Selected, peer reviewed papers from the 3rd international Conference on Manufacturing Science and Engineering (ICMSE 2012), March 27-29, 2012, Xiamen, China