Computational Information Geometry For Image and Signal 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 develop...

Full description

Corporate Author: SpringerLink (Online service)
Other Authors: Nielsen, Frank. (Editor, http://id.loc.gov/vocabulary/relators/edt), Critchley, Frank. (Editor, http://id.loc.gov/vocabulary/relators/edt), Dodson, Christopher T. J. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Series:Signals and Communication Technology,
Subjects:
Online Access:https://doi.org/10.1007/978-3-319-47058-0
LEADER 03661nam a22006495i 4500
001 978-3-319-47058-0
003 DE-He213
005 20210618062419.0
007 cr nn 008mamaa
008 161123s2017 gw | s |||| 0|eng d
020 |a 9783319470580  |9 978-3-319-47058-0 
024 7 |a 10.1007/978-3-319-47058-0  |2 doi 
050 4 |a TK5102.9 
050 4 |a TA1637-1638 
072 7 |a TTBM  |2 bicssc 
072 7 |a TEC008000  |2 bisacsh 
072 7 |a TTBM  |2 thema 
072 7 |a UYS  |2 thema 
082 0 4 |a 621.382  |2 23 
245 1 0 |a Computational Information Geometry  |h [electronic resource] :  |b For Image and Signal Processing /  |c edited by Frank Nielsen, Frank Critchley, Christopher T. J. Dodson. 
250 |a 1st ed. 2017. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XIV, 299 p. 79 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Signals and Communication Technology,  |x 1860-4862 
505 0 |a Medical Applications -- Cognition and Learning -- Video Image Analysis -- Advanced Radar Processing. 
520 |a 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. 
650 0 |a Signal processing. 
650 0 |a Image processing. 
650 0 |a Speech processing systems. 
650 0 |a Statistics . 
650 0 |a Probabilities. 
650 0 |a Coding theory. 
650 0 |a Information theory. 
650 0 |a Biomedical engineering. 
650 1 4 |a Signal, Image and Speech Processing.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/T24051 
650 2 4 |a Statistics and Computing/Statistics Programs.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/S12008 
650 2 4 |a Probability Theory and Stochastic Processes.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/M27004 
650 2 4 |a Coding and Information Theory.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/I15041 
650 2 4 |a Biomedical Engineering and Bioengineering.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/T2700X 
700 1 |a Nielsen, Frank.  |e editor.  |0 (orcid)0000-0001-5728-0726  |1 https://orcid.org/0000-0001-5728-0726  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Critchley, Frank.  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Dodson, Christopher T. J.  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9783319470566 
776 0 8 |i Printed edition:  |z 9783319470573 
776 0 8 |i Printed edition:  |z 9783319836515 
830 0 |a Signals and Communication Technology,  |x 1860-4862 
856 4 0 |u https://doi.org/10.1007/978-3-319-47058-0 
912 |a ZDB-2-ENG 
912 |a ZDB-2-SXE 
950 |a Engineering (SpringerNature-11647) 
950 |a Engineering (R0) (SpringerNature-43712)