03286nam 22007215 450 991015530420332120251223163244.010.1007/978-3-319-47058-0(CKB)3710000000964710(DE-He213)978-3-319-47058-0(MiAaPQ)EBC4747290(PPN)197137954(EXLCZ)99371000000096471020161123d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierComputational Information Geometry For Image and Signal Processing /edited by Frank Nielsen, Frank Critchley, Christopher T. J. Dodson1st ed. 2017.Cham :Springer International Publishing :Imprint: Springer,2017.1 online resource (XII, 299 p. 79 illus.) Signals and Communication Technology,1860-48703-319-47056-6 3-319-47058-2 Includes bibliographical references.Medical Applications -- Cognition and Learning -- Video Image Analysis -- Advanced Radar Processing.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.Signals and Communication Technology,1860-4870Signal processingMathematical statisticsData processingProbabilitiesCoding theoryInformation theoryBiomedical engineeringSignal, Speech and Image ProcessingStatistics and ComputingProbability TheoryCoding and Information TheoryBiomedical Engineering and BioengineeringSignal processing.Mathematical statisticsData processing.Probabilities.Coding theory.Information theory.Biomedical engineering.Signal, Speech and Image Processing.Statistics and Computing.Probability Theory.Coding and Information Theory.Biomedical Engineering and Bioengineering.516Nielsen Frankedthttp://id.loc.gov/vocabulary/relators/edtCritchley Frankedthttp://id.loc.gov/vocabulary/relators/edtDodson Christopher T. Jedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910155304203321Computational Information Geometry2276674UNINA