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This book highlights the evolution and interdisciplinary approach of AI and ML in image processing, tracing historical development and exploring their convergence with different fields. It delves into optimizing neural architectures and making deep learning models interpretable while exploring recent trends like versatile CNN applications and edge computing deployment. The intersection of AI and creativity, dynamic transfer learning, and domain adaptation are discussed alongside object detection techniques and reinforcement learning. It examines advanced applications in satellite imagery, healthcare, and smart cities, addressing ethical considerations like bias mitigation and transparency. This book also outlines future trends such as quantum-inspired computing and the evolution of edge AI ecosystems.
This book comprises select proceedings of the 4th International Conference on Optical and Wireless Technologies (OWT 2020). The contents of this volume focus on research carried out in the areas of Optical Communication, Optoelectronics, Optics, Wireless Communication, Wireless Networks, Sensors, Mobile Communications and Antenna and Wave Propagation. The volume also explores the combined use of various optical and wireless technologies in next generation applications, and their latest developments in applications like photonics, high speed communication systems and networks, visible light communication, nanophotonics, wireless and MIMO systems. This book will serve as a useful reference to scientists, academicians, engineers and policy-makers interested in the field of optical and wireless technologies.
Plants experience stress due to environmental changes, either in biotic or abiotic form, during their life cycle. Non-heritable modifications in morphological, physiological or biochemical characteristics tend to reduce or decrease growth and productivity, and sometimes lead to death. This book presents an exhaustive overview of the specific effects and modifications that could occur in this regard, and will serve to consolidate the ideas to promote standardization of plant adaptation to these changes in the environment. This book returns to the facts of both biotic and abiotic stress, detailing an essential aspect of plant life in the context of stress response. The text is a comprehensive, current reference that effectively addresses issues and concerns related to plant stress in natural environments. Although many reference books about abiotic stress and other environmental stresses have been published, they all exist in relative isolation from one another, covering only one specific topic. This book is, rather, a comprehensive review of all aspects of the responses of plants to changes in the environment.
This book presents a collection of revolutionary research and case studies exploring innovative approaches to sustainable landscape design, green infrastructure, agricultural systems, geospatial technologies, and the development of resilient and livable cities. As the world faces escalating environmental challenges stemming from climate change, resource depletion, and biodiversity loss, there is an urgent need to identify and implement sustainable solutions. This book contributes to this imperative by showcasing research that advances both theoretical and practical knowledge in key domains critical to environmental sustainability and community resilience. The contributions in this book highl...
This volume presents selected papers from the 3rd International Conference on Optical and Wireless Technologies, conducted from 16th to 17th March, 2019. It focuses on extending the limits of currently used systems encompassing optical and wireless domains, and explores the latest developments in applications like photonics, high speed communication systems and networks, visible light communication, nano-photonics, wireless, and MIMO systems. The proceedings contain high quality scholarly articles, giving insight into the analytical, experimental, and developmental aspects of systems, techniques, and devices in these spheres. This volume will prove useful to researchers and professionals alike.
This book discusses the management of waste in smart cities. It is a contemporary text that methodically covers a variety of waste types, including organic waste, municipal waste, hazardous/industrial effluents, plastic waste, and electronic waste. It also discusses the sources, handling, and disposal of each type of waste along with the appropriate management techniques.
This book written for students of electronics and communication, students of computer science and communications engineers addresses topics such as Introduction of CRN, Advanced spectrum sensing techniques, Cooperative sensing techniques, Distributed sensing techniques, Issues in advanced sensing techniques, and Applications of 5G Networks. It provides new algorithms, explores recent results, and evaluates the performance of technologies in use in this area. It also provides new research topics and sensing techniques related to 5G networks for researchers.
The complete story of the trekking