Computational Information Geometry For Image and Signal Processing /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Nielsen, Frank (Επιμελητής έκδοσης), Critchley, Frank (Επιμελητής έκδοσης), Dodson, Christopher T. J. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Signals and Communication Technology,
• Θέματα: Engineering.; Coding theory.; Probabilities.; Statistics.; Biomedical engineering.; Signal, Image and Speech Processing.; Statistics and Computing/Statistics Programs.; Probability Theory and Stochastic Processes.; Coding and Information Theory.; Biomedical Engineering.
• Φυσική περιγραφή: XIV, 299 p. 79 illus. online resource.
• ISBN: 9783319470580
• ISSN: 1860-4862

This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals. It provides introductory chapters to help those new to information geometry and applies the theory to several applications. This area has developed rapidly over recent years, propelled by the major theoretical developments in information geometry, efficient data and image acquisition and the desire to process and interpret large databases of digital information. The book addresses both the transfer of methodology to practitioners involved in database analysis and in its efficient computational implementation.