Unmanned Aerial Vehicles and Multidisciplinary Applications Using AI Techniques

UAVs and AI are gaining attention for their remote operations and monitoring capabilities. Machine learning and deep learning techniques can result in fast and reliable outputs, making UAVs instrumental tools for various applications, including computer/wireless networks, smart cities, military applications, agricultural sectors, and mining. This book covers pattern recognition, machine and deep learning-based methods, and other AI techniques and their impact on UAV capabilities, solutions, and application areas.

Format: Paperback / softback
Length: 300 pages
Publication date: 27 May 2022
Publisher: IGI Global

Unmanned aerial vehicles (UAVs) and artificial intelligence (AI) are attracting significant attention from academic and industrial researchers due to the remarkable freedoms they offer in conducting remote operations and monitoring activities. By leveraging machine learning and deep learning techniques, UAVs can deliver swift and accurate outcomes, enabling real-time monitoring, data collection, processing, and prediction. These advanced technologies have found applications in diverse sectors, including computer/wireless networks, smart cities, military applications, agricultural industries, and mining.

Unmanned Aerial Vehicles and Multidisciplinary Applications Using AI Techniques serves as a vital reference source, providing comprehensive coverage of pattern recognition, machine and deep learning-based methods, and other AI techniques applied to various real-time UAV applications. It highlights the significance of machine learning and deep learning models in enhancing UAV capabilities, solving complex problems, and expanding their applications across diverse fields. The book explores topics such as vehicular surveillance systems, yield prediction, and human activity recognition, making it a comprehensive resource for computer scientists, AI engineers, data scientists, agriculturalists, government officials, military leaders, business managers, and researchers in computer science, computer vision, pattern recognition, imaging, and engineering.

By delving into the intersection of UAVs and AI, this book offers valuable insights into the future of intelligent systems and their potential to revolutionize various industries. It empowers readers with the knowledge and tools necessary to harness the power of UAVs and AI to address pressing challenges, improve efficiency, and drive innovation in a wide range of applications.

Dimension: 279 x 216 (mm)
ISBN-13: 9781799887645