Infrastructure Computer Vision Book

Infrastructure Computer Vision


  • Author : Ioannis Brilakis
  • Publisher : Butterworth-Heinemann
  • Release Date : 2019-11-28
  • Genre: Technology & Engineering
  • Pages : 408
  • ISBN 10 : 9780128172582

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Infrastructure Computer Vision Excerpt :

Infrastructure Computer Vision delves into this field of computer science that works on enabling computers to see, identify, process images and provide appropriate output in the same way that human vision does. However, implementing these advanced information and sensing technologies is difficult for many engineers. This book provides civil engineers with the technical detail of this advanced technology and how to apply it to their individual projects. Explains how to best capture raw geometrical and visual data from infrastructure scenes and assess their quality Offers valuable insights on how to convert the raw data into actionable information and knowledge stored in Digital Twins Bridges the gap between the theoretical aspects and real-life applications of computer vision

Proceedings of the 25th International Symposium on Advancement of Construction Management and Real Estate Book

Proceedings of the 25th International Symposium on Advancement of Construction Management and Real Estate


  • Author : Xinhai Lu
  • Publisher : Springer Nature
  • Release Date : 2021-10-11
  • Genre: Business & Economics
  • Pages : 1565
  • ISBN 10 : 9789811635878

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Proceedings of the 25th International Symposium on Advancement of Construction Management and Real Estate Excerpt :

This proceedings book focuses on innovation, cooperation, and sustainable development in the fields of construction management and real estate. The book provides a detailed analysis and description of the disciplinary frontiers in the field of building management and real estate and how they can be promoted in the context of the epidemic. A wide variety of papers provide a reference value for both scholars and practitioners. The proceedings book is the documentation of “the 25th International Symposium on Advancement of Construction Management and Real Estate” (CRIOCM 2020), which was held at the School of Public Administration, Central China Normal University, Wuhan, China, in 2020.

Computer Vision and Imaging in Intelligent Transportation Systems Book

Computer Vision and Imaging in Intelligent Transportation Systems


  • Author : Robert P. Loce
  • Publisher : John Wiley & Sons
  • Release Date : 2017-03-20
  • Genre: Technology & Engineering
  • Pages : 432
  • ISBN 10 : 9781118971642

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Computer Vision and Imaging in Intelligent Transportation Systems 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.

Computer Vision for Structural Dynamics and Health Monitoring Book

Computer Vision for Structural Dynamics and Health Monitoring


  • Author : Dongming Feng
  • Publisher : John Wiley & Sons
  • Release Date : 2021-01-11
  • Genre: Science
  • Pages : 256
  • ISBN 10 : 9781119566588

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Computer Vision for Structural Dynamics and Health Monitoring Excerpt :

Provides comprehensive coverage of theory and hands-on implementation of computer vision-based sensors for structural health monitoring This book is the first to fill the gap between scientific research of computer vision and its practical applications for structural health monitoring (SHM). It provides a complete, state-of-the-art review of the collective experience that the SHM community has gained in recent years. It also extensively explores the potentials of the vision sensor as a fast and cost-effective tool for solving SHM problems based on both time and frequency domain analytics, broadening the application of emerging computer vision sensor technology in not only scientific research but also engineering practice. Computer Vision for Structural Dynamics and Health Monitoring presents fundamental knowledge, important issues, and practical techniques critical to successful development of vision-based sensors in detail, including robustness of template matching techniques for tracking targets; coordinate conversion methods for determining calibration factors to convert image pixel displacements to physical displacements; sensing by tracking artificial targets vs. natural targets; measurements in real time vs. by post-processing; and field measurement error sources and mitigation methods. The book also features a wide range of tests conducted in both controlled laboratory and complex field environments in order to evaluate the sensor accuracy and demonstrate the unique features and merits of computer vision-based structural displacement measurement. Offers comprehensive understanding of the principles and applications of computer vision for structural dynamics and health monitoring Helps broaden the application of the emerging computer vision sensor technology from scientific research to engineering practice such as field condition assessment of civil engineering structures and infrastructure systems Includes a wide range of laboratory and field testing examples

Computer Vision and Image Processing Book

Computer Vision and Image Processing


  • Author : Manas Kamal Bhuyan
  • Publisher : CRC Press
  • Release Date : 2019-11-05
  • Genre: Computers
  • Pages : 442
  • ISBN 10 : 9781351248389

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Computer Vision and Image Processing Excerpt :

The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification/recognition, and advanced concepts like object classification, object tracking, image-based rendering, and image registration. Intended to be a companion to a typical teaching course on computer vision, the book takes a problem-solving approach.

Bridge Maintenance  Safety  Management  Life Cycle Sustainability and Innovations Book

Bridge Maintenance Safety Management Life Cycle Sustainability and Innovations


  • Author : Hiroshi Yokota
  • Publisher : CRC Press
  • Release Date : 2021-04-20
  • Genre: Technology & Engineering
  • Pages : 926
  • ISBN 10 : 9781000173758

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Bridge Maintenance Safety Management Life Cycle Sustainability and Innovations Excerpt :

Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations contains lectures and papers presented at the Tenth International Conference on Bridge Maintenance, Safety and Management (IABMAS 2020), held in Sapporo, Hokkaido, Japan, April 11–15, 2021. This volume consists of a book of extended abstracts and a USB card containing the full papers of 571 contributions presented at IABMAS 2020, including the T.Y. Lin Lecture, 9 Keynote Lectures, and 561 technical papers from 40 countries. The contributions presented at IABMAS 2020 deal with the state of the art as well as emerging concepts and innovative applications related to the main aspects of maintenance, safety, management, life-cycle sustainability and technological innovations of bridges. Major topics include: advanced bridge design, construction and maintenance approaches, safety, reliability and risk evaluation, life-cycle management, life-cycle sustainability, standardization, analytical models, bridge management systems, service life prediction, maintenance and management strategies, structural health monitoring, non-destructive testing and field testing, safety, resilience, robustness and redundancy, durability enhancement, repair and rehabilitation, fatigue and corrosion, extreme loads, and application of information and computer technology and artificial intelligence for bridges, among others. This volume provides both an up-to-date overview of the field of bridge engineering and significant contributions to the process of making more rational decisions on maintenance, safety, management, life-cycle sustainability and technological innovations of bridges for the purpose of enhancing the welfare of society. The Editors hope that these Proceedings will serve as a valuable reference to all concerned with bridge structure and infrastructure systems, including engineers, researchers, academics and students from all areas of bridge engineering.

Building Computer Vision Applications Using Artificial Neural Networks Book

Building Computer Vision Applications Using Artificial Neural Networks


  • Author : Shamshad Ansari
  • Publisher : Apress
  • Release Date : 2020-07-17
  • Genre: Computers
  • Pages : 451
  • ISBN 10 : 148425886X

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Building Computer Vision Applications Using Artificial Neural Networks Excerpt :

Apply computer vision and machine learning concepts in developing business and industrial applications ​using a practical, step-by-step approach. The book comprises four main sections starting with setting up your programming environment and configuring your computer with all the prerequisites to run the code examples. Section 1 covers the basics of image and video processing with code examples of how to manipulate and extract useful information from the images. You will mainly use OpenCV with Python to work with examples in this section. Section 2 describes machine learning and neural network concepts as applied to computer vision. You will learn different algorithms of the neural network, such as convolutional neural network (CNN), region-based convolutional neural network (R-CNN), and YOLO. In this section, you will also learn how to train, tune, and manage neural networks for computer vision. Section 3 provides step-by-step examples of developing business and industrial applications, such as facial recognition in video surveillance and surface defect detection in manufacturing. The final section is about training neural networks involving a large number of images on cloud infrastructure, such as Amazon AWS, Google Cloud Platform, and Microsoft Azure. It walks you through the process of training distributed neural networks for computer vision on GPU-based cloud infrastructure. By the time you finish reading Building Computer Vision Applications Using Artificial Neural Networks and working through the code examples, you will have developed some real-world use cases of computer vision with deep learning. What You Will Learn · Employ image processing, manipulation, and feature extraction techniques · Work with various deep learning algorithms for computer vision · Train, manage, and tune hyperparameters of CNNs and object detection models, such as R-CNN, SSD, and YOLO · Build neural network models using Keras and TensorFlow · Discover best practices when impl

VISION  Our Strategic Infrastructure Road Map Forwar   d    Book

VISION Our Strategic Infrastructure Road Map Forwar d


  • Author : Norman F. Anderson
  • Publisher : Strategic Infrastructure Performance Institute
  • Release Date : 2021-03-09
  • Genre: Business & Economics
  • Pages : 282
  • ISBN 10 : 978186723xxxx

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VISION Our Strategic Infrastructure Road Map Forwar d Excerpt :

With his signature straightforward candor, Washington D.C. infrastructure guru Norman F. Anderson unleashes a fascinating, nation-saving plan for the future that is rooted in two questions: What will the U.S. look like in 2030, and what do we want it to look like? Anderson's analysis is driven by the crisis facing America as the cornerstones of society — vast, fast highways; power stations; and telecommunications networks — languish from lack of funds, while the huge opportunity in new infrastructure, including AI, 5G, and new forms of mobility, are set-up to drive extraordinary productive and opportunity across the U.S. economy. What do we need? Leadership, political will, and, ultimately an engaging vision. The answers he offers are equal parts inspiring, terrifying and utterly sensible. In twelve chapters, Anderson explores the nature and power of vision, demonstrating that, as the Fourth Industrial Revolution unfolds in real-time, driven by 5G, machine learning and AI, infrastructure must become the essential strategic pillar of American society — one that, if built and nurtured, will bolster our economy, job market, national security and quality of life. It's where the battlefield on which our bifurcated battle with China is being played out. Anderson uncovers the vast obstacles that have crippled infrastructure growth in the U.S. over the last thirty years and talks to industry veterans and cutting edge-technologists about shifting from a broken system to one that works - and one that will once again allow the U.S. to drive infrastructure growth around the world (especially in the critical areas of health and mobility). Along the way, he shares the mind-bending projects of the future that are under development, explains the dangers of failing to counter China’s explosive infrastructure growth, and provides our leaders in Washington with a ten-point plan to remake America as an infrastructure leader. Engaging, timely and daring, Vision: Our Strategic In

Computer Vision  Pattern Recognition  Image Processing  and Graphics Book

Computer Vision Pattern Recognition Image Processing and Graphics


  • Author : R. Venkatesh Babu
  • Publisher : Springer Nature
  • Release Date : 2020-11-16
  • Genre: Computers
  • Pages : 631
  • ISBN 10 : 9789811586972

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Computer Vision Pattern Recognition Image Processing and Graphics Excerpt :

This book constitutes the refereed proceedings of the 7th National Conference on Computer Vision, Pattern Recognition, Image Processing, and Graphics, NCVPRIPG 2019, held in Hubballi, India, in December 2019. The 55 revised full papers 3 short papers presented in this volume were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on vision and geometry, learning and vision, image processing and document analysis, detection and recognition.

Computer Vision Systems Book

Computer Vision Systems


  • Author : James L. Crowley
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-09-09
  • Genre: Computers
  • Pages : 222
  • ISBN 10 : 9783642239670

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Computer Vision Systems Excerpt :

This book constitutes the refereed proceedings of the 8th International Conference on Computer Vision Systems, ICVS 2011, held in Sophia Antipolis, France, in September 2009. The 22 revised papers presented were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on vision systems, control of perception, performance evaluation, activity recognition, and knowledge directed vision.

Cyber Physical Security for Critical Infrastructures Protection Book

Cyber Physical Security for Critical Infrastructures Protection


  • Author : Habtamu Abie
  • Publisher : Springer Nature
  • Release Date : 2021-03-21
  • Genre: Computers
  • Pages : 225
  • ISBN 10 : 9783030697815

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Cyber Physical Security for Critical Infrastructures Protection Excerpt :

This book constitutes the refereed proceedings of the First International Workshop on Cyber-Physical Security for Critical Infrastructures Protection, CPS4CIP 2020, which was organized in conjunction with the European Symposium on Research in Computer Security, ESORICS 2020, and held online on September 2020. The 14 full papers presented in this volume were carefully reviewed and selected from 24 submissions. They were organized in topical sections named: security threat intelligence; data anomaly detection: predict and prevent; computer vision and dataset for security; security management and governance; and impact propagation and power traffic analysis. The book contains 6 chapters which are available open access under a CC-BY license.

Computer Vision and Internet of Things Book

Computer Vision and Internet of Things


  • Author : Lavanya Sharma
  • Publisher : CRC Press
  • Release Date : 2022-05-20
  • Genre: Computers
  • Pages : 320
  • ISBN 10 : 9781000570557

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Computer Vision and Internet of Things Excerpt :

Computer Vision and Internet of Things: Technologies and Applications explores the utilization of Internet of Things (IoT) with computer vision and its underlying technologies in different applications areas. Using a series of present and future applications – including business insights, indoor-outdoor securities, smart grids, human detection and tracking, intelligent traffic monitoring, e-health departments, and medical imaging – this book focuses on providing a detailed description of the utilization of IoT with computer vision and its underlying technologies in critical application areas, such as smart grids, emergency departments, intelligent traffic cams, insurance, and the automotive industry. Key Features • Covers the challenging issues related to sensors, detection, and tracking of moving objects with solutions to handle relevant challenges • Describes the latest technological advances in IoT and computer vision with their implementations • Combines image processing and analysis into a unified framework to understand both IOT and computer vision applications • Explores mining and tracking of motion-based object data, such as trajectory prediction and prediction of a particular location of object data, and their critical applications • Provides novel solutions for medical imaging (skin lesion detection, cancer detection, enhancement techniques for MRI images, and automated disease prediction) This book is primarily aimed at graduates and researchers working in the areas of IoT, computer vision, big data, cloud computing, and remote sensing. It is also an ideal resource for IT professionals and technology developers.

Urban Informatics Book

Urban Informatics


  • Author : Wenzhong Shi
  • Publisher : Springer Nature
  • Release Date : 2021-04-06
  • Genre: Social Science
  • Pages : 941
  • ISBN 10 : 9789811589836

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Urban Informatics Excerpt :

This open access book is the first to systematically introduce the principles of urban informatics and its application to every aspect of the city that involves its functioning, control, management, and future planning. It introduces new models and tools being developed to understand and implement these technologies that enable cities to function more efficiently – to become ‘smart’ and ‘sustainable’. The smart city has quickly emerged as computers have become ever smaller to the point where they can be embedded into the very fabric of the city, as well as being central to new ways in which the population can communicate and act. When cities are wired in this way, they have the potential to become sentient and responsive, generating massive streams of ‘big’ data in real time as well as providing immense opportunities for extracting new forms of urban data through crowdsourcing. This book offers a comprehensive review of the methods that form the core of urban informatics from various kinds of urban remote sensing to new approaches to machine learning and statistical modelling. It provides a detailed technical introduction to the wide array of tools information scientists need to develop the key urban analytics that are fundamental to learning about the smart city, and it outlines ways in which these tools can be used to inform design and policy so that cities can become more efficient with a greater concern for environment and equity.

Computer Vision     ACCV 2016 Book

Computer Vision ACCV 2016


  • Author : Shang-Hong Lai
  • Publisher : Springer
  • Release Date : 2017-03-11
  • Genre: Computers
  • Pages : 558
  • ISBN 10 : 9783319541907

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Computer Vision ACCV 2016 Excerpt :

The five-volume set LNCS 10111-10115 constitutes the thoroughly refereed post-conference proceedings of the 13th Asian Conference on Computer Vision, ACCV 2016, held in Taipei, Taiwan, in November 2016. The total of 143 contributions presented in these volumes was carefully reviewed and selected from 479 submissions. The papers are organized in topical sections on Segmentation and Classification; Segmentation and Semantic Segmentation; Dictionary Learning, Retrieval, and Clustering; Deep Learning; People Tracking and Action Recognition; People and Actions; Faces; Computational Photography; Face and Gestures; Image Alignment; Computational Photography and Image Processing; Language and Video; 3D Computer Vision; Image Attributes, Language, and Recognition; Video Understanding; and 3D Vision.