Описание: Image fusion in remote sensing or pansharpening involves fusing spatial (panchromatic) and spectral (multispectral) images that are captured by different sensors on satellites. This book addresses image fusion approaches for remote sensing applications. Both conventional and deep learning approaches are covered. First, the conventional approaches to image fusion in remote sensing are discussed. These approaches include component substitution, multi-resolution, and model-based algorithms. Then, the recently developed deep learning approaches involving single-objective and multi-objective loss functions are discussed. Experimental results are provided comparing conventional and deep learning approaches in terms of both low-resolution and full-resolution objective metrics that are commonly used in remote sensing. The book is concluded by stating anticipated future trends in pansharpening or image fusion in remote sensing.
Описание: A smart ecosystem is envisioned to exchange and analyze data across systems, enabling a flexible, faster, and reliable smart ecosystem for high-quality results at reduced costs and little human intervention. This book introduces many innovative approaches and provides solutions to various problems of smart ecosystems designed by employing various techniques/models based on AI, ML, Deep Learning, and the Internet of Things (IoT). The main focus is on intelligent multimedia processing and automated decision-making for various services, real-time data analysis, data security, cost-effective solutions for multimedia applications, smart information processing systems, and smart city planning to name a few. In addition, this book presents some key insights and future directions in the various areas of technology. Throughout the book, many state-of-the-art solutions concerning various applications are proposed to solve the issues and ensure the quality of services (QoS). The authors discuss the limitations of the current techniques used to design a smart ecosystem and highlight some prospective areas of research in the future. The book comprehensively discusses multimedia processing of various forms of data comprising text, images, and audio for the implementation of various solutions. The book is aimed to open many areas of research and thus would present a comprehensive reference for the design of smart ecosystems in various applications.
Автор: Mahalle, Parikshit N. (savitribai Phule Pune University, Pune, India.) Ambritta P., Nancy (sinhgad Institutes Sppu, Pune, India.) Shinde, Gitanjali Ra Название: Convergence of internet of things and cloud for smart computing ISBN: 1032038047 ISBN-13(EAN): 9781032038049 Издательство: Taylor&Francis Рейтинг: Цена: 7808.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents the know-how of the real-time IoT application development activity including a basic understanding of the IoT architecture, use cases, smart computing, and the associated challenges in design and development of the IoT system. All the technical details related to protocol stack, technologies, and platforms used for the implementation are explained. It further includes techniques and case studies that include smart computing on the IoT–Cloud models along with test beds for experimentation purposes. The book aims at setting up the groundwork for the creation of applications that can help make day-to-day tasks simpler by meeting the needs of varied sectors like education, health care, agriculture, and so forth.Features:Covers IoT cloud convergence with a focus on complex industrial IoT case studiesDiscusses the broad background of IoT–Cloud convergence architectures and its fundamentals along with resource provisioning mechanismsEmphasizes the use of context in developing context-aware IoT solutionsPresents a novel C-model that explains the IoT application development phasesDiscusses a simplified convergence model that depicts the role of Cloud in an IoT applicationThis book aims at graduate students, researchers, and professionals getting started in the IoT field
Автор: Rajnikanth, V , Madhava Raja, N.Sri , Dey, Nila Название: A Beginner`s Guide to Image Multi-Level Thresholding ISBN: 036750314X ISBN-13(EAN): 9780367503147 Издательство: Taylor&Francis Рейтинг: Цена: 25265.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book emphasizes various image thresholding methods that are necessary for image pre-processing and initial level enhancement. It presents a detailed evaluation, such as choosing the threshold function, need for the heuristic algorithm, choice of objective function, and evaluation of the outcome along with real-time applications in detail.
Автор: Rajinikanth, Venkatesan (st. Joseph`s College Of Engineering, Omr, Chennai, Tn, India) Priya, E (sri Sairam Engineering College, Chennai, Tn, India) L Название: Hybrid image processing methods for medical image examination ISBN: 0367534967 ISBN-13(EAN): 9780367534967 Издательство: Taylor&Francis Рейтинг: Цена: 17609.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book focuses on implementation of a possible Hybrid Image Examination technique for medical images describing various image thresholding and segmentation methods along with essential details, such as test image preparation, implementation of a chosen thresholding operation, evaluation of threshold image, supported by pertinent case studies.
Описание: This book features selected high-quality research papers presented at the International Conference on Machine Intelligence and Signal Processing (MISP 2019), held at the Indian Institute of Technology, Allahabad, India, on September 7-10, 2019.
Автор: Reddy V. Sivakumar, Prasad V. Kamakshi, Wang Jiacun Название: Soft Computing and Signal Processing: Proceedings of 4th ICSCSP 2021 ISBN: 9811670870 ISBN-13(EAN): 9789811670879 Издательство: Springer Рейтинг: Цена: 32142.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents selected research papers on current developments in the fields of soft computing and signal processing from the Fourth International Conference on Soft Computing and Signal Processing (ICSCSP 2021). The book covers topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning and discusses various aspects of these topics, e.g., technological considerations, product implementation and application issues.
Автор: Chaki, Jyotismita (Vellore Inst. of Technology, Vellore, India) Dey, Nilanjan Название: Beginner`s Guide to Image Shape Feature Extraction Techniques ISBN: 1032090634 ISBN-13(EAN): 9781032090634 Издательство: Taylor&Francis Рейтинг: Цена: 6583.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification. Focussing on a shape feature extraction technique used in content-based image retrieval (CBIR), it explains different applications of image shape features in the field of content-based image retrieval.
Автор: Chattopadhyay Название: Mathematical Modeling of Physical Systems ISBN: 9811975574 ISBN-13(EAN): 9789811975578 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book presents mathematical modelling of physical systems by combined approach based on field theory, circuit theory and signal processing. The book is broadly divided into three parts: applications of field theory, applications of circuit theory and applications of signals processing. First part contains six chapters, second part has two chapters and third part contains two chapters. First part is further decoupled into three plus three chapters, based on the common “field nature” exhibited by electromagnetic quantities and fluid quantities.
Автор: Bhattacharyya, Siddhartha ; Cruz-Aceves, Ivan ; De Название: Intelligent Quantum Information Processing ISBN: 1032392673 ISBN-13(EAN): 9781032392677 Издательство: Taylor&Francis Рейтинг: Цена: 19906.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Chaki, Jyotismita Название: A Beginner`s Guide to Image Preprocessing Techniques ISBN: 0367570807 ISBN-13(EAN): 9780367570804 Издательство: Taylor&Francis Рейтинг: Цена: 7501.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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