Pattern Recognition Theory and Applications (Nato Asi Series / Computer and Systems Sciences) - gebunden oder broschiert

EAN (ISBN-13): 9783540177005
ISBN (ISBN-10): 3540177000
Gebundene Ausgabe
Erscheinungsjahr: 1987
Herausgeber: Springer-Verlag Berlin and Heidelberg GmbH & Co. K

Buch in der Datenbank seit 2008-02-19T20:16:52+01:00 (Vienna)
Detailseite zuletzt geändert am 2023-06-06T20:33:02+02:00 (Vienna)
ISBN/EAN: 3540177000

ISBN - alternative Schreibweisen:
3-540-17700-0, 978-3-540-17700-5
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: devijver, kittler, springer verlag gmbh, springer berlin heidelberg
Titel des Buches: belgium, nato asi series, pattern recognition theory and applications proceedings, division, the pattern, computer applications, patt

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Daten vom Verlag:

Autor/in: Pierre A. Devijver; Josef Kittler
Titel: NATO ASI Series; Pattern Recognition Theory and Applications - Series F: Computer and Systems Sciences
Verlag: Springer; Springer Berlin
543 Seiten
Erscheinungsjahr: 1987-07-24
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Deutschland.
Gewicht: 1,145 kg
Sprache: Englisch
85,55 € (DE)
87,95 € (AT)
106,60 CHF (CH)
Not available, publisher indicates OP

BB; Book; Hardcover, Softcover / Informatik, EDV/Anwendungs-Software; Mustererkennung; Verstehen; clustering; pattern recognition; pattern; C; Pattern Recognition; Computer Science; BC; EA

Statistical Methods and Clustering Techniques.- 1. Advances in statistical pattern recognition.- 2. Texture subspaces.- 3. Automatic selection of a discrimination rule based upon minimization of the empirical risk.- 4. Linear models in spatial discriminant analysis.- 5. Non supervised classification tools adapted to supervised classification.- 6. The bootstrap approach to clustering.- 7. On the distribution equivalence in cluster analysis.- 8. Spatial point processes and clustering tendency in exploratory data analysis.- Probabilistic Relaxation Techniques.- 9. Relaxation labelling.- 10. Optimisation algorithms in probabilistic relaxation labelling.- 11. Feature point matching using temporal smoothness in velocity.- 12. Multiresolutional cluster segmentation using spatial context.- From Markovian to Connectionist Models.- 13. Learning the parameters of a hidden Markov random field image model: A simple example.- 14. Locating texture and object boundaries.- 15. Simulated annealing: A pedestrian review of the theory and some applications.- 16. The detection of geological fault lines in radar images.- 17. Speech recognition experiment with 10,000 words dictionary.- 18. Adaptive networks and speech pattern processing.- 19. Energy methods in connectionist modelling.- 20. Learning and associative memory.- 21. Network representations and match filters for invariant object recognition.- Graph Theory And Geometry.- 22. Problems and possible solutions in the analysis of sparse images.- 23. Stochastic geometry and perception.- 24. Computational geometry: Recent results relevant to pattern recognition.- Structural Methods.- 25. Structural methods in pattern analysis.- 26. Structural pattern recognition: A random graph approach.- 27. Inexact graph matching used in machine vision.- 28. Development of an incremental graph matching device.- Hybrid Methods And Fuzzy Sets.- 29. Hybrid methods in pattern recognition.- 30. Fuzzy sets in pattern recognition.- Knowledge-Based Recognition Techniques.- 31. Classification problem solving: A tutorial from an AI perspective.- 32. On the structure of parallel adaptive search.- 33. Three dimensional organ recognition by tomographic image analysis.- 34. Knowledge-based computer recognition of speech.- 35. Modelling (sub)string-Iength based constraints through a grammatical inference method.- Machine Vision And Image Processing.- 36. Intrinsic characteristics as the interface between CAD and machine vision systems.- 37. The tensor differential scale space representation.- 38. The application of image tensors and a new decomposition.- 39. Image understanding strategies: Application to electron microscopy.- 40. A diffusion-based description of shape.- 41. Statistical evaluation of computer extracted blood cell features for screening populations to detect leukemias.- 42. Tissue image segmentation with multicolor, multifocal algorithms.- 43. Methods for computer analysis and comparison of two-dimensional protein patterns obtained by electrophoresis.- List Of Participants.