Computational Information Geometry For Image and Signal Processing / [electronic resource] :
edited by Frank Nielsen, Frank Critchley, Christopher T. J. Dodson.
- 1st ed. 2017.
- XIV, 299 p. 79 illus. online resource.
- Signals and Communication Technology, 1860-4870 .
- Signals and Communication Technology, .
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.
9783319470580
10.1007/978-3-319-47058-0 doi
Signal processing.
Mathematical statistics—Data 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.
TK5102.9
621.382
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.
9783319470580
10.1007/978-3-319-47058-0 doi
Signal processing.
Mathematical statistics—Data 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.
TK5102.9
621.382