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Bayesian Approach to Image Interpretation

Name: Bayesian Approach to Image Interpretation
Brand: Springer-Verlag New York Inc.
SKU: 9781475774832
Price: 3426 CZK
Availability: InStock

Autor: Sunil K. Kopparapu, Uday B. Desai

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele

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Bayesian Approach to Image Interpretation will interest anyone working in image interpretation. It i...

Informace o knize

Autor

Sunil K. Kopparapu, Uday B. Desai

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2013

Stránek

127

EAN

9781475774832

ISBN

1475774834

Enbook ID

02643891

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

237

Rozměry

155 x 235 x 9

Kompletní popis

Bayesian Approach to Image Interpretation will interest anyone working in image interpretation. It is complete in itself and includes background material. This makes it useful for a novice as well as for an expert. It reviews some of the existing probabilistic methods for image interpretation and presents some new results. Additionally, there is extensive bibliography covering references in varied areas. §For a researcher in this field, the material on synergistic integration of segmentation and interpretation modules and the Bayesian approach to image interpretation will be beneficial. §For a practicing engineer, the procedure for generating knowledge base, selecting initial temperature for the simulated annealing algorithm, and some implementation issues will be valuable. §New ideas introduced in the book include: §New approach to image interpretation using synergism between the segmentation and the interpretation modules. §A new segmentation algorithm based on multiresolution analysis. §Novel use of the Bayesian networks (causal networks) for image interpretation. §Emphasis on making the interpretation approach less dependent on the knowledge base and hence more reliable by modeling the knowledge base in a probabilistic framework. Useful in both the academic and industrial research worlds, Bayesian Approach to Image Interpretation may also be used as a textbook for a semester course in computer vision or pattern recognition.

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