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11 Dahlhaus, Rainer Mathematical Methods in Time Series Analysis and Digital Image Processing I05554 2008 eBook  
12 Kittler, J Pattern Recognition Theory and Applications I02853 1982 eBook  
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11.    
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TitleMathematical Methods in Time Series Analysis and Digital Image Processing
Author(s)Dahlhaus, Rainer;Kurths, J??rgen;Maass, Peter;Timmer, Jens
PublicationBerlin, Heidelberg, Springer Berlin Heidelberg, 2008.
DescriptionXIV, 294 p. 109 illus., 13 illus. in color : online resource
Abstract NoteThe aim of this volume is to bring together research directions in theoretical signal and imaging processing developed rather independently in electrical engineering, theoretical physics, mathematics and the computer sciences. In particular, mathematically justified algorithms and methods, the mathematical analysis of these algorithms, and methods as well as the investigation of connections between methods from time series analysis and image processing are reviewed. An interdisciplinary comparison of these methods, drawing upon common sets of test problems from medicine and geophysical/enviromental sciences, is also addressed. This volume coherently summarizes work carried out in the field of theoretical signal and image processing. It focuses on non-linear and non-parametric models for time series as well as on adaptive methods in image processing
ISBN,Price9783540756323
Keyword(s)1. COMPLEX SYSTEMS 2. Computer Imaging, Vision, Pattern Recognition and Graphics 3. DYNAMICAL SYSTEMS 4. EBOOK 5. EBOOK - SPRINGER 6. IMAGE PROCESSING 7. Information and Communication, Circuits 8. INFORMATION THEORY 9. OPTICAL DATA PROCESSING 10. SIGNAL PROCESSING 11. Signal, Image and Speech Processing 12. Speech processing systems 13. STATISTICAL PHYSICS 14. Statistical Physics and Dynamical Systems
Item TypeeBook
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I05554     On Shelf    

12.    
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TitlePattern Recognition Theory and Applications : Proceedings of the NATO Advanced Study Institute held at St. Anne???s College, Oxford, March 29???April 10, 1981
Author(s)Kittler, J;Fu, V.W;Pau, L.F
PublicationDordrecht, Springer Netherlands, 1982.
DescriptionX, 576 p : online resource
Abstract NoteThis book is the outcome of the successful NATO Advanced Study Institute on Pattern Recognition Theory and Applications, held at St. Anne's College, Oxford, in April 1981., The aim of the meeting was to review the recent advances in the theory of pattern recognition and to assess its current and future practical potential. The theme of the Institute - the decision making aspects of pattern recognition with the emphasis on the novel hybrid approaches - and its scope - a high level tutorial coverage of pattern recognition methodologies counterpointed with contrib?? uted papers on advanced theoretical topics and applications - are faithfully reflected by the volume. The material is divided into five sections: 1. Methodology 2. Image Understanding and Interpretation 3. Medical Applications 4. Speech Processing and Other Applications 5. Panel Discussions. The first section covers a broad spectrum of pattern recognition methodologies, including geometric, statistical, fuzzy set, syntactic, graph-theoretic and hybrid approaches. Its cove,r?? age of hybrid methods places the volume in a unique position among existing books on pattern recognition. The second section provides an extensive treatment of the topical problem of image understanding from both the artificial intelligence and pattern recognition points of view. The two application sections demonstrate the usefulness of the novel methodologies in traditional pattern 'recognition application areas. They address the problems of hardware/software implementation and of algorithm robustness, flexibility and general reliability. The final section reports on a panel discussion held during the Institute
ISBN,Price9789400977723
Keyword(s)1. ARTIFICIAL INTELLIGENCE 2. Coding and Information Theory 3. CODING THEORY 4. Computer Imaging, Vision, Pattern Recognition and Graphics 5. EBOOK 6. EBOOK - SPRINGER 7. INFORMATION THEORY 8. OPTICAL DATA PROCESSING
Item TypeeBook
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I02853     On Shelf    

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