IoT, UAV, BCI Empowered Deep Learning models in Precision Agriculture PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download IoT, UAV, BCI Empowered Deep Learning models in Precision Agriculture PDF full book. Access full book title IoT, UAV, BCI Empowered Deep Learning models in Precision Agriculture by José Dias Pereira. Download full books in PDF and EPUB format.
Author: José Dias Pereira
Publisher: Frontiers Media SA
ISBN: 283254892X
Category : Science
Languages : en
Pages : 245
Get Book Here
Book Description
Machine vision applications in precision agriculture have attracted a great deal of attention. They focus on monitoring, protection, and management of various plant populations. These applications have shown potential value in reforming crucial components of plant production, including fine-grained ripeness recognition of all kinds of plants and detecting and classifying weeds, seeds, and pests for crop health, quality, and quantity enhancement. In recent decades, the extensive achievements of deep learning techniques have shown significant opportunities for almost all fields. Accordingly, many deep learning models have been presented for different types of images and have achieved promising outcomes. The deep learning-based approaches can contribute to gaining insights into the plants' inherent characteristics and the surrounding environmental elements. This research topic's primary value is providing a platform for deep learning-based applications for precision agriculture. These applications can be fairly evaluated and compared with each other. Accordingly, more effective and efficient detection and classification approaches for precision agriculture can be developed or optimized.
Author: José Dias Pereira
Publisher: Frontiers Media SA
ISBN: 283254892X
Category : Science
Languages : en
Pages : 245
Get Book Here
Book Description
Machine vision applications in precision agriculture have attracted a great deal of attention. They focus on monitoring, protection, and management of various plant populations. These applications have shown potential value in reforming crucial components of plant production, including fine-grained ripeness recognition of all kinds of plants and detecting and classifying weeds, seeds, and pests for crop health, quality, and quantity enhancement. In recent decades, the extensive achievements of deep learning techniques have shown significant opportunities for almost all fields. Accordingly, many deep learning models have been presented for different types of images and have achieved promising outcomes. The deep learning-based approaches can contribute to gaining insights into the plants' inherent characteristics and the surrounding environmental elements. This research topic's primary value is providing a platform for deep learning-based applications for precision agriculture. These applications can be fairly evaluated and compared with each other. Accordingly, more effective and efficient detection and classification approaches for precision agriculture can be developed or optimized.
Author: C.A. Iglesias
Publisher: IOS Press
ISBN: 1643680919
Category : Computers
Languages : en
Pages : 442
Get Book Here
Book Description
Intelligent Environments (IEs) aims to empower users by enriching their experience, raising their awareness and enhancing their management of their surroundings. The term IE is used to describe the physical spaces where ICT and pervasive technologies are used to achieve specific objectives for the user and/or the environment. The growing IE community, from academia and practitioners, is working on the materialization of IEs driven by the latest technological developments and innovative ideas. This book presents the proceedings of the workshops held in conjunction with the 16th International Conference on Intelligent Environments (IE2020), Madrid, Spain, 20-23 July 2020. The conference focused on the development of advance intelligent environments, as well as newly emerging and rapidly evolving topics. The workshops included here emphasize multi-disciplinary and transverse aspects of IE, as well as cutting-edge topics: 10th International Workshop on Intelligent Environments Supporting Healthcare and Well-being (WISHWell’20); 9th International Workshop on the Reliability of Intelligent Environments (WoRIE2020); 4th International Workshop on Legal Issues in Intelligent Environments (LIIE’20); 4th International Workshop on Intelligent Systems for Agriculture Production and Environment Protection (ISAPEP’20); 4th International Workshop on Citizen-Centric Smart Cities Services (CCSCS’20); 2nd International Workshop on Intelligent Environments and Buildings (IEB’20); 1st International Workshop on Research on Smart Grids and Related Applications (SGRA'20); 1st International Workshop on Open and Crowdsourced Location Data (ISOCLoD’20); 1st International Workshop on Social Media Analysis for Intelligent Environment (SMAIE’20). The proceedings contain contributions reflecting the latest research developments in IEs and related areas, focusing on stretching the borders of the current state of the art and contributing to an ever-increasing establishment of IEs in the real world. It will be of interest to all those whose work involves the design or application of Intelligent Environments.
Author: Ahmed Hadidi
Publisher: Frontiers Media SA
ISBN: 288971702X
Category : Science
Languages : en
Pages : 240
Get Book Here
Book Description
Author: Prasant Kumar Pattnaik
Publisher: Springer Nature
ISBN: 9811391777
Category : Technology & Engineering
Languages : en
Pages : 250
Get Book Here
Book Description
This book presents recent findings on virtually every aspect of wireless IoT and analytics for agriculture. It discusses IoT-based monitoring systems for analyzing the crop environment, and methods for improving the efficiency of decision-making based on the analysis of harvest statistics. In turn, it addresses the latest innovations, trends, and concerns, as well as practical challenges encountered and solutions adopted in the fields of IoT and analytics for agriculture. In closing, it explores a range of applications, including: intelligent field monitoring, intelligent data processing and sensor technologies, predictive analysis systems, crop monitoring, and weather data-enabled analysis in IoT agro-systems.
Author: Fadi Al-Turjman
Publisher: Springer
ISBN: 9783030387112
Category : Technology & Engineering
Languages : en
Pages : 187
Get Book Here
Book Description
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. Targeted readers are from 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 inaddition to his editorialship in top journals such as the IEEE Communication Surveys and Tutorials, and the Elsevier Sustaibable Cities and Sociaty.
Author: Wanneng Yang
Publisher: Frontiers Media SA
ISBN: 2889717542
Category : Science
Languages : en
Pages : 267
Get Book Here
Book Description
Author: United States. Joint Chiefs of Staff
Publisher:
ISBN:
Category : Military art and science
Languages : en
Pages : 424
Get Book Here
Book Description
Author: William H. Boothby
Publisher: Cambridge University Press
ISBN: 1108497535
Category : History
Languages : en
Pages : 527
Get Book Here
Book Description
Explains how existing and proposed law seek to tackle challenges posed by new and emerging technologies in war and peace.
Author: Michail Salampasis
Publisher: Springer
ISBN: 3030129985
Category : Computers
Languages : en
Pages : 217
Get Book Here
Book Description
This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Conference on Information and Communication Technologies in Agriculture, Food and Environment, HAICTA 2017, held in Chania, Crete, Greece, in September 2017. The 14 revised full papers presented in this book were carefully selected from the 55 accepted full papers out of 124 submissions. The selected papers span across various subjects, from ICT innovations and smart farming, to decision support systems, as well as precision farming, disease diagnosis using mobile devices, IoT for monitoring and controlling animal production, sensor-based solutions, GIS-based water management, environmental planning, information systems for monitoring of fish stocks and fisheries, information management in the agri-food sector, and forestry planning and management.
Author: Bandana Mahapatra
Publisher: CRC Press
ISBN: 1000631931
Category : Computers
Languages : en
Pages : 121
Get Book Here
Book Description
Green Internet of Things (IoT) envisions the concept of reducing the energy consumption of IoT devices and making the environment safe. Considering this factor, this book focuses on both the theoretical and implementation aspects in green computing, next-generation networks or networks that can be utilized in providing green systems through IoT-enabling technologies, that is, the technology behind its architecture and building components. It also encompasses design concepts and related advanced computing in detail. • Highlights the elements and communication technologies in Green IoT • Discusses technologies, architecture and components surrounding Green IoT • Describes advanced computing technologies in terms of smart world, data centres and other related hardware for Green IoT • Elaborates energy-efficient Green IoT Design for real-time implementations • Covers pertinent applications in building smart cities, healthcare devices, efficient energy harvesting and so forth This short-form book is aimed at students, researchers in IoT, clean technologies, computer science and engineering cum Industry R&D researchers.
