Fundamentals of Capturing and Processing Drone Imagery and Data

Fundamentals of Capturing and Processing Drone Imagery and Data

This book provides a general introduction to drones along with a series of hands-on exercises that students and researchers can engage with to learn to integrate drone data into real-world applications.

Author: Amy E. Frazier

Publisher: CRC Press

ISBN: 9781000401950

Category: Technology & Engineering

Page: 385

View: 357

Unmanned aircraft systems (UAS) are rapidly emerging as flexible platforms for capturing imagery and other data across the sciences. Many colleges and universities are developing courses on UAS-based data acquisition. Fundamentals of Capturing and Processing Drone Imagery and Data is a comprehensive, introductory text on how to use unmanned aircraft systems for data capture and analysis. It provides best practices for planning data capture missions and hands-on learning modules geared toward UAS data collection, processing, and applications. FEATURES Lays out a step-by-step approach to identify relevant tools and methods for UAS data/image acquisition and processing Provides practical hands-on knowledge with visual interpretation, well-organized and designed for a typical 16-week UAS course offered on college and university campuses Suitable for all levels of readers and does not require prior knowledge of UAS, remote sensing, digital image processing, or geospatial analytics Includes real-world environmental applications along with data interpretations and software used, often nonproprietary Combines the expertise of a wide range of UAS researchers and practitioners across the geospatial sciences This book provides a general introduction to drones along with a series of hands-on exercises that students and researchers can engage with to learn to integrate drone data into real-world applications. No prior background in remote sensing, GIS, or drone knowledge is needed to use this book. Readers will learn to process different types of UAS imagery for applications (such as precision agriculture, forestry, urban landscapes) and apply this knowledge in environmental monitoring and land-use studies.
Categories: Technology & Engineering

Basics of Unmanned Aerial Vehicles

Basics of Unmanned Aerial Vehicles

... monuments, towers, etc. can be modelled in 3D with the drone data capturing at different angles and processing it. It requires certain techniques of flying to capture images or videos at different angles. Once the data is acquired, ...

Author: Garvit Pandya

Publisher: Notion Press

ISBN: 9781637453872

Category: Technology & Engineering

Page: 194

View: 594

Hey, we all must have noticed a drone flying at an event or maybe some other application. ? Have you ever thought about how a Drone flies? ? What are all the types and sizes of Unmanned Aerial Vehicles? ? What are all the parts and applications of a Drone? Are you interested in getting knowledge of the above questions and more related to them? Get Ready! After reading this book, the next time you see a Drone you will see it from a whole different perspective.
Categories: Technology & Engineering

Fundamentals of IoT Communication Technologies

Fundamentals of IoT Communication Technologies

Essentially UAVs can capture these images and perform on-board compression as part of the data-information conversion. Information is then transmitted to an application that by means of real-time image processing ...

Author: Rolando Herrero

Publisher: Springer Nature

ISBN: 9783030700805

Category: Application software

Page: 249

View: 140

This textbook explores all of the protocols and technologies essential to IoT communication mechanisms. Geared towards an upper-undergraduate or graduate level class, the book is presented from a perspective of the standard layered architecture with special focus on protocol interaction and functionality. The IoT protocols are presented and classified based on physical, link, network, transport and session/application layer functionality. The author also lets readers understand the impact of the IoT mechanisms on network and device performance with special emphasis on power consumption and computational complexity. Use cases provided throughout provide examples of IoT protocol stacks in action. The book is based on the author's popular class Fundamentals of IoT at Northeastern University. The book includes examples throughout and slides for classroom use. Also included is a "hands-on" section where the topics discussed as theoretical content are built as stacks in the context of an IoT network emulator so readers can experiment. Presents a comprehensive resource of the Internet of Things and its networking and protocols, intended for classroom use; Discusses the main families of networking architectures that rely on the IoT protocols (i.e. LWPAN vs WPAN); Introduces use cases and examples that focus on protocol interaction to build network stacks in addition to a suite of classroom materials including exercises and Q&A.
Categories: Application software

Unmanned Aerial Vehicles in Smart Cities

Unmanned Aerial Vehicles in Smart Cities

[13] applied image processing techniques to drone-capture images to determine the density of green leaves. ... UAVs are used for mapping and interpretation [18] and for three-dimensional reconstruction of geospatial data [19].

Author: Fadi Al-Turjman

Publisher: Springer Nature

ISBN: 9783030387129

Category: Technology & Engineering

Page: 187

View: 677

This book addresses the major challenges in realizing unmanned aerial vehicles (UAVs) in IoT-based Smart Cities. The challenges tackled vary from cost and energy efficiency to availability and service quality. The aim of this book is to focus on both the design and implementation aspects of the UAV-based approaches in IoT-enabled smart cities’ applications that are enabled and supported by wireless sensor networks, 5G, and beyond. The contributors mainly focus on data delivery approaches and their performability aspects. This book is meant for readers of varying disciplines who are interested in implementing the smart planet/environments vision via wireless/wired enabling technologies. Involves the most up to date unmanned aerial vehicles (UAV) assessment and evaluation approaches Includes innovative operational ideas in agriculture, surveillance, rescue, etc. Pertains researchers, scientists, engineers and practitioners in the field of smart cities, IoT, and communications Fadi Al-Turjman received his Ph.D. from Queen’s University, Canada. He is a full professor and a research center director at Near East University, Nicosia. He is a leading authority in the area of IoT and intelligent systems. His publication history spans over 250 publications in addition to his editorialship in top journals such as the IEEE Communication Surveys and Tutorials, and the Elsevier Sustaibable Cities and Society.
Categories: Technology & Engineering

Principles of Internet of Things IoT Ecosystem Insight Paradigm

Principles of Internet of Things  IoT  Ecosystem  Insight Paradigm

The data generated is transmitted to central repositories, besides SCUs, for analytics and real-time display on ... to the number of vehicular objects detected over a certain coverage area or cell from the images captured by IoT drone.

Author: Sheng-Lung Peng

Publisher: Springer Nature

ISBN: 9783030335960

Category: Technology & Engineering

Page: 626

View: 872

This book discusses the evolution of future-generation technologies through the Internet of things, bringing together all the related technologies on a single platform to offer valuable insights for undergraduate and postgraduate students, researchers, academics and industry practitioners. The book uses data, network engineering and intelligent decision- support system-by-design principles to design a reliable IoT-enabled ecosystem and to implement cyber-physical pervasive infrastructure solutions. It takes readers on a journey that begins with understanding the insight paradigm of IoT-enabled technologies and how it can be applied. It walks readers through engaging with real-time challenges and building a safe infrastructure for IoT-based, future-generation technologies. The book helps researchers and practitioners to understand the design architecture through IoT and the state of the art in IoT countermeasures. It also highlights the differences between heterogeneous platforms in IoT-enabled infrastructure and traditional ad hoc or infrastructural networks, and provides a comprehensive discussion on functional frameworks for IoT, object identification, IoT domain model, RFID technology, wearable sensors, WBAN, IoT semantics, knowledge extraction, and security and privacy issues in IoT-based ecosystems. Written by leading international experts, it explores IoT-enabled insight paradigms, which are utilized for the future benefit of humans. It also includes references to numerous works. Divided into stand-alone chapters, this highly readable book is intended for specialists, researchers, graduate students, designers, experts, and engineers involved in research on healthcare-related issues.
Categories: Technology & Engineering

Robots Drones UAVs and UGVs for Operation and Maintenance

Robots  Drones  UAVs and UGVs for Operation and Maintenance

long time; hence, the simple image database scenario we painted is not practical for any time-critical operation (Gupta & Jain, 1997). 5.1.2.2 What Is Image Processing? Image processing is a method to convert an image into digital form ...

Author: Diego Galar

Publisher: CRC Press

ISBN: 9780429839184

Category: Technology & Engineering

Page: 398

View: 636

Industrial assets (such as railway lines, roads, pipelines) are usually huge, span long distances, and can be divided into clusters or segments that provide different levels of functionality subject to different loads, degradations and environmental conditions, and their efficient management is necessary. The aim of the book is to give comprehensive understanding about the use of autonomous vehicles (context of robotics) for the utilization of inspection and maintenance activities in industrial asset management in different accessibility and hazard levels. The usability of deploying inspection vehicles in an autonomous manner is explained with the emphasis on integrating the total process. Key Features Aims for solutions for maintenance and inspection problems provided by robotics, drones, unmanned air vehicles and unmanned ground vehicles Discusses integration of autonomous vehicles for inspection and maintenance of industrial assets Covers the industrial approach to inspection needs and presents what is needed from the infrastructure end Presents the requirements for robot designers to design an autonomous inspection and maintenance system Includes practical case studies from industries
Categories: Technology & Engineering

Precision Agriculture Basics

Precision Agriculture Basics

accelerates data processing. ... By using optical filters, cameras can be tuned to capture images at different optical ranges band widths. ... The pixels of a digital image contain information about its brightness and location.

Author: D. Kent Shannon

Publisher: John Wiley & Sons

ISBN: 9780891183662

Category: Technology & Engineering

Page: 272

View: 302

With the growing popularity and availability of precision equipment, farmers and producers have access to more data than ever before. With proper implementation, precision agriculture management can improve profitability and sustainability of production. Precision Agriculture Basics is geared at students, crop consultants, farmers, extension workers, and practitioners that are interested in practical applications of site-specific agricultural management. Using a multidisciplinary approach, readers are taught to make data-driven on-farm decisions using the most current knowledge and tools in crop science, agricultural engineering, and geostatistics. Precision Agriculture Basics also features a stunning video glossary including interviews with agronomists on the job and in the field.
Categories: Technology & Engineering

Strategies for Landscape Representation

Strategies for Landscape Representation

Strategy 2: aircraft or drone LiDAR sensor, software processing, LIDAR; raster surface, drape satellite image on LIDAR ... Understanding the principles of the various processes of data capture allows an understanding of appropriate ...

Author: Paul Cureton

Publisher: Taylor & Francis

ISBN: 9781317377658

Category: Architecture

Page: 248

View: 961

Strategies for Landscape Representation discusses a variety of digital and analogue production techniques for the representation of landscape at multiple scales. Careful consideration is required to represent time, and to ensure accuracy of representation and evaluation in the landscape. Written as a guide for making appropriate selection of a wide variety of visualisation tools for students and built environment professionals with an interest in landscape, the book charts emerging technologies and historical contexts whilst also being relevant to landscape legislation such as Building Information Modelling (BIM) and Landscape Assessment. This book is an innovation-driven text that encourages readers to make connections between software, technology and analogue modes. The management, choice and combination of such modes can arguably narrow the unknown of landscape character, address the issues of representing time and change in landscape and engage and represent communities’ perceptions and experience of landscape. Showcasing international examples from landscape architecture, planning, urban design and architecture, artists, visualisers, geographers, scientists and model makers, the vitality of making and intrinsic value of representational work in these processes and sites is evidenced. An accompanying companion website provides access to original source files and tutorials totalling over a hundred hours in mapping and GIS, diagrams and notation, photomontage, 3D modelling and 3D printing.
Categories: Architecture

Drone Law and Policy

Drone Law and Policy

Principles (or APPs) are referred to by the national data protection regulator as “the cornerstone of the privacy ... the Personal Data Protection Act (PDPA) establishes requirements for lawful data processing and principles of ...

Author: Anthony A. Tarr

Publisher: Routledge

ISBN: 9781000422290

Category: Transportation

Page: 470

View: 773

Drone Law and Policy describes the drone industry and its evolution, describing the benefits and risks of its exponential growth. It outlines the current and proposed regulatory framework in Australia, the United States, the United Kingdom and Europe, taking into consideration the current and evolving technological and insurance landscape. This book makes recommendations as to additional regulatory and insurance initiatives which the authors believe are necessary to achieve an effective balance between the various competing interests. The 23 chapters are written by global specialists on crucial topics, such as terrorism and security, airport and aircraft safety, maritime deployment, cyber-risks, regulatory oversight, licensing, standards and insurance. This book will provide authoritative reference and expert guidance for regulators and government agencies, legal practitioners, insurance companies and brokers globally, as well as for major organisations utilising drones in industrial applications.
Categories: Transportation

Computational Modeling of Objects Presented in Images Fundamentals Methods and Applications

Computational Modeling of Objects Presented in Images  Fundamentals  Methods  and Applications

In the implementation of motion estimation, a block-matching algorithm requires time-consuming processes to find the best ... In this paper, general data-parallelism motion estimation [2, 7] is used for UAV video compression by an ...

Author: Reneta P. Barneva

Publisher: Springer

ISBN: 9783319546094

Category: Computers

Page: 259

View: 866

This book constitutes the refereed post-conference proceedings of the 5th International Conference on Computational Modeling of Objects Presented in Images, CompIMAGE 2016, held in Niagara Falls, NY, USA, in September 2016. The 18 revised full papers presented together with 1 invited paper were carefully reviewed and selected from 30 submissions. The papers cover the following topics: theoretical contributions and application-driven contributions.
Categories: Computers