Unmanned Aerial Vehicles and Multidisciplinary Applications Using AI Techniques

UAVs have gained popularity due to their ability to operate from remote locations, fly at low altitudes, have high resolution, lightweight, and portability. This book discusses the use of artificial techniques, pattern recognition, machine and deep learning-based methods, and techniques applied to real-time applications of UAVs, such as scientific research, smart cities, military, agriculture, and mining. It aims to synthesize the scope and importance of machine learning and deep learning models in enhancing UAV capabilities, solutions to problems, and numerous application areas.

Format: Hardback
Length: 300 pages
Publication date: 27 May 2022
Publisher: IGI Global

The advent of Unmanned Aerial Vehicles (UAVs) has revolutionized the way we operate and monitor activities from remote locations. With their remarkable advantages such as flying at low altitudes, compact size, high resolution, lightweight, and portability, UAVs have opened up a vast array of possibilities. The integration of UAVs and artificial intelligence has garnered significant attention from both academic and industrial research communities. UAVs, coupled with machine learning, have immense potential in scientific research, delivering fast and reliable outcomes. Deep learning-based UAVs, in particular, have made significant strides in real-time monitoring, data collection, processing, and prediction across various domains such as computer/wireless networks, smart cities, military, agriculture, and mining.

This comprehensive book delves into various artificial techniques, pattern recognition, machine, and deep learning-based methods and techniques applied to diverse real-time applications of UAVs. The primary objective is to synthesize the scope and importance of machine learning and deep learning models in enhancing UAV capabilities, solving complex problems, and expanding their applications across numerous fields.

Designed for researchers, scientists, engineers, and designers in academia and industry, this book offers valuable insights into the latest advancements in computer science, computer vision, pattern recognition, machine learning, imaging, feature engineering, UAV, and sensing. It serves as a comprehensive resource for those seeking to leverage the power of UAVs and advance their research and development endeavors.

Whether you are an experienced professional or a newcomer to the field, this book will provide you with the necessary knowledge and tools to unlock the full potential of UAVs and drive innovation in your respective industries.

Dimension: 279 x 216 (mm)
ISBN-13: 9781799887638