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This book offers a timely reflection on the remarkable range of algorithms and applications that have made the area of deep learning so attractive and heavily researched today. Introducing the diversity of learning mechanisms in the environment of big data, and presenting authoritative studies in fields such as sensor design, health care, autonomous driving, industrial control and wireless communication, it enables readers to gain a practical understanding of design. The book also discusses systematic design procedures, optimization techniques, and validation processes.
Jacob M. Weik married Susannah Moir in 1783 in Rowan County, North Carolina. Descendants and relatives lived mainly in North Carolina, Arkansas, Louisiana and Missouri.
This book combines the two important areas of research within computer technology and presents them in comprehensive, easy to understand manner. Ideal for graduates and under-graduates, as well as researchers working in either video data management or information retrieval, it takes an in depth look at many relevant topics within both video data management and information retrieval. In addition to dissecting those issues, it also provides a "big picture" view of each topic.
In the island battles of World War II, the United States Marine Corps came into its own. From a force previously numbering 55,000, the ranks of the Marines swelled to 480,000. With Pacific theater command essentially divided geographically between General Douglas MacArthur and Admiral Chester W. Nimitz, these forces found themselves under the command of the Army or Navy depending on their particular location. On land and at sea, the contribution which the six Marine divisions made to the Allied victory in the Pacific cannot be ignored. Concentrating on the infantry units, this volume provides a brief history of each of the six Marine divisions which took part in the Pacific conflict. Beginning with a chronology of the war in the Pacific, it succinctly describes each campaign through the eyes of a specified division, focusing on the division's exact movements and actions. Some battles and operations are covered from different perspectives because of the presence of multiple divisions. An initial section contains brief biographical sketches of key players in the Pacific arena. Extensive maps and photographs are also included.
Biometrics is a rapidly evolving field with applications ranging from accessing one’s computer to gaining entry into a country. The deployment of large-scale biometric systems in both commercial and government applications has increased public awareness of this technology. Recent years have seen significant growth in biometric research resulting in the development of innovative sensors, new algorithms, enhanced test methodologies and novel applications. This book addresses this void by inviting some of the prominent researchers in Biometrics to contribute chapters describing the fundamentals as well as the latest innovations in their respective areas of expertise.
In today's security-conscious society, real-world applications for authentication or identification require a highly accurate system for recognizing individual humans. The required level of performance cannot be achieved through the use of a single biometric such as face, fingerprint, ear, iris, palm, gait or speech. Fusing multiple biometrics enables the indexing of large databases, more robust performance and enhanced coverage of populations. Multiple biometrics are also naturally more robust against attacks than single biometrics. This book addresses a broad spectrum of research issues on multibiometrics for human identification, ranging from sensing modes and modalities to fusion of biometric samples and combination of algorithms. It covers publicly available multibiometrics databases, theoretical and empirical studies on sensor fusion techniques in the context of biometrics authentication, identification and performance evaluation and prediction.