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Computational Information Geometry

For Image and Signal Processing

Frank Nielsen, Frank Critchley, Christopher T. J. Dodson (Herausgeber)

Buch | Hardcover

XIV, 299 Seiten

2016 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-47056-6 (ISBN)

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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.

Medical Applications.- Cognition and Learning.- Video Image Analysis.- Advanced Radar Processing.

Erscheinungsdatum	16.12.2016
Reihe/Serie	Signals and Communication Technology
Zusatzinfo	XIV, 299 p. 79 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	biomedical engineering • Brain-computer Interactions • Coding and information theory • Coding theory and cryptology • computational anatomy • Coordinate-free Operations • Diffusion Tensor Images • Engineering • Facial Recognition • Frechet-Wasserstein Distance • Gaussian Mixture Models • Imaging systems and technology • Information Theory • Mathematical and statistical software • probability and statistics • Probability theory and stochastic processes • Signal, Image and Speech Processing • Signal Processing • Statistics and Computing/Statistics Programs • stochastics
ISBN-10	3-319-47056-6 / 3319470566
ISBN-13	978-3-319-47056-6 / 9783319470566
Zustand	Neuware